% The file contains Dan Roth's and the Cognitive Computation Group papers % % % The key for an entry should be the concatenation of: % (1) The full last name of the first author (first letter capitalized), % (2) The first two characters of the last name of each following % author (first letter capitalized), % (3) The last two digits of the year of the publication, and % (4) [Optional] A letter from "bcdefg..." or other text (e.g. volume % number) if necessary to yield unique keys. % % Example: AhoHoUl74 % % The entries in this file should be alphabetically sorted by key value. % % Entries with more than 3 authors should replace (1) and (2) with % the first letter of each author's last name, capitalized. % The bibfile has a number of extensions that are designed to work with % the DB update scripts and allow its use as a master file for multiple option on the % Cogcomp group web page. % Here is a list of the extension and what they do: % % * url: a URL where the publication can be downloaded. % All the papers are placed in the /home/roth/danr/public_html/Papers directory on l2r. % Publications appear in reverse chronological order (years) and, within a year, % in the order they appear in the bibfile. % * projects: a list of space or comma-delimited keys for the projects related to the publication. % The keys and their respective projects are listed in the projects section below. % * funding: a list of keys for the grants which helped to produce the publication. % The keys and their respective grants are listed at the top of the bibfile. % * comment: a short comment which will be displayed in fixed-width type under the % citation for the publication on the group website. % This is a good place to put relevant keywords for the paper and to facilitate googling it. % * invisible: a way to specify that this entry should not appear on the group web site. % say: invisible = {true}. All other values will be assumed to be false. % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% JOURNALS %% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @string{AI = {Artificial Intelligence}} @string{CACM = {Communications of the ACM}} @string{CSL = {Computer Speech and Language}} @string{CL = {Computational Linguistics}} @string{InfCtrl = {Information and Control}} @string{IT = {IEEE Transactions on information theory}} @string{JACM = {Journal of the ACM}} @string{JAIR = {Journal of AI Research}} @string{JMLR = {Journal of Machine Learning Research}} @string{ML = {Machine Learning}} @string{NLE = {Journal of Natural Language Engineering}} @string{MM = {IEEE Transactions on Multimedia}} @string{PAMI = {IEEE Transactions on Pattern Analysis and Machine Intelligence}} @string{SIJAD = {SIAM Journal of Algebraic and Discrete Methods}} @string{SIJC = {SIAM Journal of Computing}} @string{TASSP = {IEEE Transactions on Acoustics, speech, and Signal Processing}} @string{TASSP = {IEEE Transactions on Acoustics, speech, and Signal Processing}} @string{TCS = {Theoretical Computer Science}} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% CONFERENCES %% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @string{*SEM = {Proc. of the Joint Conference on Lexical and Computational Semantics (*SEM)}} @string{AAAI = {Proc. of the Conference on Artificial Intelligence (AAAI)}} @string{ACCCC = {Proc. of the Allerton Conference on Communications, Control and Computing}} @string{ACCV = {Proc. of the Asian Conference on Computer Vision (ACCV)}} @string{ACL = {Proc. of the Annual Meeting of the Association for Computational Linguistics (ACL)}} @string{ACL-Findings = {Findings of the Annual Meeting of the Association for Computational Linguistics (ACL)}} @string{AFS = {Proc. of the AAAI Fall Symposium}} @string{AIM = {Proc. of the International Symposium on Artificial Intelligence and Mathematics (AIM)}} @string{AISTATS = {Proc. of the International Workshop on Artificial Intelligence and Statistics (AISTATS)}} @string{ALT = {Proc. of the International Workshop on Algorithmic Learning Theory (ALT)}} @string{ASC = {Proc. of the Army Science Conference (ASC)}} @string{ASIST = {Proc. of the Annual Meeting of the American Society for Information Science and Technology}} @string{BCB = {Proc. of the ACM Conference on Bioinformatics, Computational Biology, and Health Informatics}} @string{Bioinformatics = {Proc. of the International Conference on Bioinformatics Models, Methods and Algorithms}} @string{BISFAI = {Proc. of the Bar-Ilan Symposium on Foundations of Artificial Intelligence (BISFAI)}} @string{BUCLD = {Proc. of the Boston University Conference on Language Development}} @string{CCCG = {Proc. of the Canadian Conference on Computational Geometry (CCCG)}} @string{CIKM = {Proc. of the ACM Conference on Information and Knowledge Management (CIKM)}} @string{CLeaR = {Proc. of the Conference on Causal Learning and Reasoning (CLeaR)}} @string{COLING = {Proc. of the International Conference on Computational Linguistics (COLING)}} @string{COLING-ACL = {Proc. of the International Conference on Computational Linguistics and Annual Meeting of the Association for Computational Linguistics (COLING-ACL)}} @string{COLT = {Proc. of the ACM Conference on Computational Learning Theory (COLT)}} @string{CoNLL = {Proc. of the Conference on Computational Natural Language Learning (CoNLL)}} @string{CVPR = {Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)}} @string{DHCS = {Proc. of the Chicago Colloquium on Digital Humanities and Computer Science (DHCS)}} @string{EACL = {Proc. of the Conference of the European Chapter of the Association for Computational Linguistics (EACL)}} @string{EACL-Findings = {Findings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL)}} @string{ECCV = {Proc. of the European Conference on Computer Vision (ECCV)}} @string{ECIR = {Proc. of the European Conference on Information Retrieval}} @string{ECML = {Proc. of the European Conference on Machine Learning (ECML)}} @string{ECML-PKDD = {Proc. of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD)}} @string{EMNLP = {Proc. of the Conference on Empirical Methods in Natural Language Processing (EMNLP)}} @string{EMNLP-Findings = {Findings of the Conference on Empirical Methods in Natural Language Processing (EMNLP)}} @string{EMNLP-VLC = {Proc. of the Joint Conference on Empirical Methods in Natural Language Processing and Very Large Corpora (EMNLP-VLC)}} @string{Fusion = {Proc. of the International Conference on Information Fusion}} @string{HLT-EMNLP = {Proc. of the Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing (HLT-EMNLP)}} @string{IAAI = {Proc. of the Conference on Innovative Applications of Artificial Intelligence (IAAI)}} @string{ICAC = {Proc. of the International Conference on Autonomic Computing (ICAC)}} @string{ICDM = {Proc. of the IEEE International Conference on Data Mining (ICDM)}} @string{ICIP = {Proc. of the IEEE International Conference on Image Processing (ICIP)}} @string{ICLR = {Proc. of the International Conference on Learning Representations}} @string{ICMI = {Proc. of the International Conference on Multimodal Interfaces (ICMI)}} @string{ICML = {Proc. of the International Conference on Machine Learning (ICML)}} @string{ICSC = {Proc. of the IEEE International Conference on Semantic Computing (ICSC)}} @string{ICWSM = {Proceedings of the International AAAI Conference on Web and Social Media}} @string{IJCAI = {Proc. of the International Joint Conference on Artificial Intelligence (IJCAI)}} @string{IJCNLP = {Proc. of the International Joint Conference on Natural Language Processing (IJCNLP)}} @string{IJMLC = {International Journal of Machine Learning and Computing (IJMLC)}} @string{ILP = {Proc. of the International Conference on Inductive Logic Programming (ILP)}} @string{IPSN = {Proc. of the International Conference on Information Processing in Sensor Networks (IPSN)}} @string{ISIT = {Proc. of the IEEE International Symposium on Information Theory}} @string{ISMB = {Proc. of the International Conference on Intelligent Systems for Molecular Biology (ISMB)}} @string{KDD = {Proc. of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)}} @string{KR = {Proc. of the International Conference on Principles of Knowledge Representation and Reasoning (KR)}} @string{LAK = {Proceedings of the International Conference on Learning Analytics & Knowledge (LAK)}} @string{LREC = {Proc. of the International Conference on Language Resources and Evaluation (LREC)}} @string{MCLC = {Proc. of the Midwest Computational Linguistics Colloquium (MCLC)}} @string{MFCS = {Proc. of the International Symposium on the Mathematical Foundations of Computer Science (MFCS)}} @string{NAACL = {Proc. of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)}} @string{NAACL-Findings = {Findings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)}} @string{NeurIPS = {Proc. of the Conference on Neural Information Processing Systems (NeurIPS)}} @string{RANLP = {Proc. of the Conference on Recent Advances in Natural Language Processing}} @string{SemEval = {Proc. of the International Workshop on Semantic Evaluation}} @string{SIGIR = {Proc. of the ACM SIGIR Conference (SIGIR)}} @string{SOFSEM = {Proc. of the Conference on Current Trends in Theory and Practice of Informatics (SOFSEM)}} @string{StarAI = {Proc. of the International Workshop on Statistical Relational AI (StarAI)}} @string{TAC = {Proc. of the Text Analysis Conference (TAC)}} @string{TACL = {Transactions of the Association for Computational Linguistics (TACL)}} @string{TMLR = {Transactions on Machine Learning Research (TMLR)}} @string{TREC = {Proc. of the Text Retrieval Conference (TREC)}} @string{VW = {Proc. of the Interdisciplinary Workshop on Verb Features and Verb Classes (Verb Workshop)}} @string{WI = {Proc. of the IEEE/WIC/ACM International Conference on Web Intelligence (WI)}} @string{WWW = {Proc. of the International World Wide Web Conference (WWW)}} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% PUBLISHERS %% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% @string{Cambridge = {Cambridge University Press}} @string{Benjamin = {Benjamin/Cummings Publishing Company, Inc.}} @string{MIT = {MIT Press}} %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% Begin Publications List %% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%%%%%% %%% 2024 %%% %%%%%%%%%%%%%% @inproceedings{HeZhRo24, author = {Hangfeng He and Hongming Zhang and Dan Roth}, title = {{SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation}}, booktitle = NAACL, year = {2024}, url = "https://cogcomp.seas.upenn.edu/papers/HeZhRo24.pdf", funding = {ONR-LtRD, MURI}, } @inproceedings{ZATDNRea24, author = {Dejiao Zhang and Wasi Ahmad and Ming Tan and Hantian Ding and Ramesh Nallapati and Dan Roth and Xiaofei Ma and Bing Xiang}, title = {{Code Representation Learning at Scale}}, booktitle = ICLR, year = {2024}, url = "https://cogcomp.seas.upenn.edu/papers/ZATDNRea24.pdf", } @inproceedings{YCLRG24, author = {Xiaodong Yu, Hao Cheng, Xiaodong Liu, Dan Roth, Jianfeng Gao}, title = {{ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks}}, booktitle = NAACL, year = {2024}, url = "https://cogcomp.seas.upenn.edu/papers/paper-to-come.pdf", } @inproceedings{CZCZYYea24, author = {Sihao Chen and Hongming Zhang and Tong Chen and Ben Zhou and Wenhao Yu and Dian Yu and Baolin Peng and Hongwei Wang and Dan Roth and Dong Yu}, title = {{Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations}}, booktitle = NAACL, year = {2024}, url = "https://cogcomp.seas.upenn.edu/papers/CZCZYYea24.pdf", } @inproceedings{WZSYR24, author = {Haoyu Wang and Hongming Zhang and Kaiqiang Song and Dong Yu and Dan Roth}, title = {{Event Semantic Classification in Context}}, booktitle = EACL-Findings, year = {2024}, url = "https://cogcomp.seas.upenn.edu/papers/WZSYR24.pdf", } @article{MRSVNSAHR23, author = {Bonan Min and Hayley Ross and Elior Sulem and Amir Pouran Ben Veyseh and Thien Huu Nguyen and Oscar Sainz and Eneko Agirre and Ilana Heinz and Dan Roth}, title = {{Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey}}, booktitle = {ACM Computing Surveys}, year = {2024}, volume = {56}, number = {2}, url = "https://cogcomp.seas.upenn.edu/papers/MRSVNSAHR23_ACM_link.pdf", funding = {KAIROS, BETTER, LwLL}, } %%%%%%%%%%%%%% %%% 2023 %%% %%%%%%%%%%%%%% @inproceedings{WangTsRo23, author = {Kaifu Wang and Efthymia Tsamoura and Dan Roth}, title = {{On Learning Latent Models with Multi-Instance Weak Supervision}}, booktitle = NeurIPS, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/WangTsRo23.pdf", funding = {LwLL, MURI, ONR-LtR, KAIROS}, } @techreport{YSLR23b, author = {Yahan Yang and Elior Sulem and Insup Lee and Dan Roth}, title = {{Penn & BGU BabyBERTa+ for Strict-Small BabyLM Challenge}}, booktitle = {BabyLM Challenge}, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/YSLR23b.pdf", funding = {MURI, KAIROS, LwLL}, } @inproceedings{NLCHRG23, author = {Nishanth Nakshatri and Siyi Liu and Sihao Chen and Daniel Hopkins and Dan Roth and Dan Goldwasser}, title = {{Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries}}, booktitle = EMNLP-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/NLCHRG23.pdf", funding = {NSF-P, HIATUS}, } @inproceedings{WZWDCR23, author = {Haoyu Wang and Hongming Zhang and Yueguan Wang and Yuqian Deng and Muhao Chen and Dan Roth}, title = {{Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes}}, booktitle = EMNLP, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/WZWDCR23.pdf", funding = {KAIROS, BETTER, HIATUS}, } @inproceedings{YSLR23, author = {Yahan Yang and Elior Sulem and Insup Lee and Dan Roth}, title = {{Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy}}, booktitle = EMNLP, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/YSLR23.pdf", funding = {LwLL, KAIROS, MURI}, } @inproceedings{HQZLBWea23, author = {Rujun Han and Peng Qi and Yuhao Zhang and Lan Liu and Juliette Burger and William Yang Wang and Zhiheng Huang and Bing Xiang and Dan Roth}, title = {{RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering}}, booktitle = ACL-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/HQZLBWea23.pdf", } @inproceedings{YDRL23, author = {Yahan Yang and Soham Dan and Dan Roth and Insup Lee}, title = {{In and Out-of-Domain Text Adversarial Robustness via Label Smoothing}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/YDRL23.pdf", } @inproceedings{LSSMNWea23, author = {Alexander Hanbo Li and Mingyue Shang and Evangelia Spiliopoulou and Jie Ma and Patrick Ng and Zhiguo Wang and Bonan Min and William Yang Wang and Kathleen McKeown and Vittorio Castelli and Dan Roth and Bing Xiang}, title = {{Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/LSSMNWea23.pdf", } @inproceedings{WLQYWSea23, author = {Shiqi Wang and Zheng Li and Haifeng Qian and Chenghao Yang and Zijian Wang and Mingyue Shang and Varun Kumar and Samson Tan and Baishakhi Ray and Parminder Bhatia and Ramesh Nallapati and Murali Krishna Ramanathan and Dan Roth and Bing Xiang}, title = {{ReCode: Robustness Evaluation of Code Generation Models}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/WLQYWSea23.pdf", } @inproceedings{CHJVBBea23, author = {Tyler Chang and Kishaloy Halder and Neha Anna John and Yogarshi Vyas and Yassine Benajiba and Miguel Ballesteros and Dan Roth}, title = {{Characterizing and Measuring Linguistic Dataset Drift}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/CHJVBBea23.pdf", } @inproceedings{BGDBKR23, author = {Hritik Bansal and Karthik Gopalakrishnan and Saket Dingliwal and Sravan Bodapati and Katrin Kirchhoff and Dan Roth}, title = {{Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/BGDBKR23.pdf", } @inproceedings{WHNKR23, author = {Kaifu Wang and Hangfeng He and Tin D. Nguyen and Piyush Kumar and Dan Roth}, title = {{On Regularization and Inference with Label Constraints}}, booktitle = ICML, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/WHNKR23.pdf", funding = {LwLL, MURI, ONR-LtR}, } @inproceedings{FZKPZZLWWCNRX23, author = {Xingyu Fu and Sheng Zhang and Gukyeong Kwon and Pramuditha Perera and Henghui Zhu and Yuhao Zhang and Alexander Hanbo Li and William Yang Wang and Zhiguo Wang and Vittorio Castelli and Patrick Ng and Dan Roth and Bing Xiang}, title = {{Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge}}, booktitle = ACL-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/FZKPZZLWWCNRX23.pdf", } @inproceedings{CBFRS23, author = {Sihao Chen and Senaka Buthpitiya and Alex Fabrikant and Dan Roth and Tal Schuster}, title = {{PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition}}, booktitle = ACL-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/CBFRS23.pdf", } @inproceedings{FZWJR23, author = {Yu Feng and Ben Zhou and Haoyu Wang and Helen Jin and Dan Roth}, title = {{Generic Temporal Reasoning with Differential Analysis and Explanation}}, booktitle = ACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/FZWJR23.pdf", funding = {KAIROS}, } @workshop{PalmaGomezRoRo23, author = {Frank Palma Gomez and Alla Rozovskaya and Dan Roth}, title = {{A Low-Resource Approach to the Grammatical Error Correction of Ukrainian}}, booktitle = {Ukrainian NLP Workshop at EACL’23}, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/PalmaGomezRoRo23.pdf", } @article{SRRSAFea23, author = {Aarohi Srivastava and Abhinav Rastogi and Abhishek Rao and Abu Awal Md Shoeb and Abubakar Abid and Adam Fisch and Adam R. Brown and Adam Santoro and Aditya Gupta and Adrià Garriga-Alonso and Agnieszka Kluska and Aitor Lewkowycz and Akshat Agarwal and Alethea Power and Alex Ray and Alex Warstadt and Alexander W. Kocurek and Ali Safaya and Ali Tazarv and Alice Xiang and Alicia Parrish and Allen Nie and Aman Hussain and Amanda Askell and Amanda Dsouza et al.}, title = {{Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models}}, booktitle = TMLR, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/SDGSRKUZCIQDSS23.pdf", } @inproceedings{ZHESGR23, author = {Hongming Zhang and Yintong Huo and Yanai Elazar and Yangqiu Song and Yoav Goldberg and Dan Roth}, title = {{CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm}}, booktitle = EACL-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/ZHESGR23.pdf", funding = {KAIROS, BETTER}, } @inproceedings{AGWLTTAWSSGDKFFJGQRNRBDRX23, author = {Ben Athiwaratkun and Sanjay Krishna Gouda and Zijian Wang and Xiaopeng Li and Yuchen Tian and Ming Tan and Wasi Uddin Ahmad and Shiqi Wang and Qing Sun and Mingyue Shang and Sujan Kumar Gonugondla and Hantian Ding and Varun Kumar and Nathan Fulton and Arash Farahani and Siddhartha Jain and Robert Giaquinto and Haifeng Qian and Murali Krishna Ramanathan and Ramesh Nallapati and Baishakhi Ray and Parminder Bhatia and Sudipta Sengupta and Dan Roth and Bing Xiang}, title = {{Multi-lingual Evaluation of Code Generation Models}}, booktitle = ICLR, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/AGWLTTAWSSGDKFFJGQRNRBDRX23.pdf", } @inproceedings{RWMZDKBRWHKXR23, author = {Danilo Ribeiro and Shen Wang and Xiaofei Ma and Henry Zhu and Rui Dong and Deguang Kong and Juliette Burger and Anjelica Ramos and William Wang and Zhiheng Huang and George Karypis and Bing Xiang and Dan Roth}, title = {{STREET: A Multi-Task Structured Reasoning and Explanation Benchmark}}, booktitle = ICLR, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/RWMZDKBRWHKXR23.pdf", } @inproceedings{FNZMZUWPRK23, author = {Hossein Rajaby Faghihi and Aliakbar Nafar and Chen Zheng and Roshanak Mirzaee and Yue Zhang and Andrzej Uszok and Alexander Wan and Tanawan Premsri and Dan Roth and and Parisa Kordjamshidi}, title = {{GLUECons: A Generic Benchmark for Learning Under Constraints}}, booktitle = AAAI, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/FNZMZUWPRK23.pdf", } @inproceedings{DeutschRo23, author = {Daniel Deutsch and Dan Roth}, title = {{Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection}}, booktitle = EACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschRo23.pdf", funding = {KAIROS, LwLL, Google}, } @inproceedings{YYGR23, author = {Xiaodong Yu and Wenpeng Yin and Nitish Gupta and Dan Roth}, title = {{Event Linking: Grounding Event Mentions to Wikipedia}}, booktitle = EACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/YYGR23.pdf", funding = {KAIROS, BETTER}, } @inproceedings{DrorWaRo23, author = {Rotem Dror and Haoyu Wang and Dan Roth}, title = {{Zero-Shot On-the-Fly Event Schema Induction}}, booktitle = EACL-Findings, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/DrorWaRo23.pdf", funding = {KAIROS, BETTER}, } @inproceedings{WZDGRC23, author = {Haoyu Wang and Hongming Zhang and Yuqian Deng and Jacob R. Gardner and Dan Roth and Muhao Chen}, title = {{Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction}}, booktitle = EACL, year = {2023}, url = "https://cogcomp.seas.upenn.edu/papers/WZDGRC23.pdf", funding = {KAIROS, BETTER}, } %%%%%%%%%%%%%% %%% 2022 %%% %%%%%%%%%%%%%% @inproceedings{DanBaRo22, author = {Soham Dan and Osbert Bastani and Dan Roth}, title = {{Understanding Robust Generalization in Learning Regular Languages}}, booktitle = ICML, year = {2022}, url = {}, funding = {LwLL, MURI}, } @thesis{Zhang22, author = {Yi Zhang}, title = {{Extending Provenance for Understanding Claims and Data Analyses}}, booktitle = {UPenn PhD Thesis}, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/Zhang22.pdf", } @inproceedings{KDIBCDNJDHNPR22, author = {Harsha Kokel and Mayukh Das and Rakibul Islam and Julia Bonn and Jon Cai and Soham Dan and Anjali Narayan-Chen and Prashant Jayannavar and Janardhan Rao Doppa and Julia Hockenmaier and Sriraam Natarajan and Martha Palmer and Dan Roth}, title = {{LARA -- Human-guided collaborative problem solver: Effective integration of learning, reasoning and communication}}, booktitle = ACS, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/KDIBCDNJDHNPR22.pdf", funding = {CwC}, } @thesis{Deutsch22, author = {Daniel Deutsch}, title = {{Methods for Text Summarization Evaluation}}, booktitle = {UPenn PhD Thesis}, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/Deutsch22.pdf", } @article{KordjamshidiRoKe22, author = {Parisa Kordjamshidi and Dan Roth and Kristian Kersting}, title = {{Declarative Learning-Based Programming as an Interface to AI Systems}}, booktitle = {Frontiers in Artificial Intelligence}, month = {3}, year = {2022}, volume = {5}, url = "https://cogcomp.seas.upenn.edu/papers/KordjamshidiRoKe22.pdf", } @inproceedings{SCBFM22, author = {Tal Schuster and Sihao Chen and Senaka Buthpitiya and Alex Fabrikant and Donald Metzler}, title = {{Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters}}, booktitle = EMNLP-Findings, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/SCBFM22.pdf", } @inproceedings{ZRYR22, author = {Ben Zhou and Kyle Richardson and Xiaodong Yu and Dan Roth}, title = {{Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts}}, booktitle = EMNLP, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/ZRYR22.pdf", funding = {KAIROS, BETTER}, } @inproceedings{DeutschDrRo22b, author = {Daniel Deutsch and Rotem Dror and Dan Roth}, title = {{On the Limitations of Reference-Free Evaluations of Generated Text}}, booktitle = EMNLP, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschDrRo22b.pdf", funding = {KAIROS, BETTER, LwLL, Google}, } @inproceedings{BrunoRo22, author = {William Bruno and Dan Roth}, title = {{LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval}}, booktitle = EMNLP-Findings, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/BrunoRo22.pdf", funding = {BETTER, Google}, } @inproceedings{AXHSRN22, author = {Uri Alon and Frank F. Xu and Junxian He and Sudipta Sengupta and Dan Roth and Graham Neubig}, title = {{Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval}}, booktitle = ICML, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/AXHSRN22.pdf", } {RWMDWZCHXAR22, author = {Danilo Neves Ribeiro and Shen Wang and Xiaofei Ma and Rui Dong and Xiaokai Wei and Henghui Zhu and Xinchi Chen and Peng Xu and Zhiheng Huang and Andrew Arnold and Dan Roth}, title = {{Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/RWMDWZCHXAR22.pdf", } @inproceedings{DBGRR22, author = {Ritam Dutt and Kasturi Bhattacharjee and Rashmi Gangadharaiah and Dan Roth and Carolyn Rose}, title = {{PerKGQA: Question Answering over Personalized Knowledge Graphs}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DBGRR22.pdf", } @inproceedings{BGMR22, author = {Kasturi Bhattacharjee and Rashmi Gangadharaiah and Kathleen McKeown and Dan Roth}, title = {{What Do Users Care About? Detecting Actionable Insights from User Feedback}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/BGMR22.pdf", } @inproceedings{MKRMMZR22, author = {Aaron Mueller and Jason Krone and Salvatore Romeo and Saab Mansour and Elman Mansimov and Yi Zhang and Dan Roth}, title = {{Label Semantic Aware Pre-training for Few-shot Text Classification}}, booktitle = ACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/MKRMMZR22.pdf", } @inproceedings{MBDAMAR22, author = {Jie Ma and Miguel Ballesteros and Srikanth Doss and Rishita Anubhai and Sunil Mallya and Yaser Al-Onaizan and Dan Roth}, title = {{Label Semantics for Few Shot Named Entity Recognition}}, booktitle = ACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/MBDAMAR22.pdf", } @inproceedings{LWTNBAXR22, author = {Zheng Li and Zijian Wang and Ming Tan and Ramesh Nallapati and Parminder Bhatia and Andrew Arnold and Bing Xiang and Dan Roth}, title = {{DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization}}, booktitle = ACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/LWTNBAXR22.pdf", } @inproceedings{ZZSR22, author = {Jiayao Zhang and Hongming Zhang and Weijie J. Su and Dan Roth}, title = {{ROCK: Causal Inference Principles for Reasoning about Commonsense Causality}}, booktitle = ICML, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/ZZSR22.pdf", funding = {BETTER, KAIROS, ONR-LtR}, } @workshop{XLRE22, author = {Kevin Xie and Brian Litt and Dan Roth and Colin A. Ellis}, title = {{Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record}}, booktitle = {Workshop on Biomedical Language Processing (BioNLP), ACL}, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/XLRE22.pdf", funding = {ONR}, } @inproceedings{DYDZR22, author = {Hantian Ding and Jinrui Yang and Yuqian Deng and Hongming Zhang and Dan Roth}, title = {{Towards Open-Domain Topic Classification}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DYDZR22.pdf", funding = {LwLL, KAIROS}, } @inproceedings{YuYiRo22, author = {Xiaodong Yu and Wenpeng Yin and Dan Roth}, title = {{Pairwise Representation Learning for Event Coreference}}, booktitle = *SEM, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/YuYiRo22.pdf", funding = {KAIROS, BETTER, Google}, } @inproceedings{QSWYR22, author = {Zheng Qi and Elior Sulem and Haoyu Wang and Xiaodong Yu and Dan Roth}, title = {{Capturing the Content of a Document through Complex Event Identification}}, booktitle = *SEM, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/QSWYR22.pdf", funding = {KAIROS, BETTER, LwLL}, } @inproceedings{DZLYWLLWLZWLHLKDWRZLYEJJKWCBVHRCPJ22, author = {Xinya Du and Zixuan Zhang and Sha Li and Pengfei Yu and Hongwei Wang and Tuan Lai and Xudong Lin and Ziqi Wang and Iris Liu and Ben Zhou and Haoyang Wen and Manling Li and Darryl Hannan and Jie Lei and Hyounghun Kim and Rotem Dror and Haoyu Wang and Michael Regan and Qi Zeng and Qing Lyu and Charles Yu and Carl Edwards and Xiaomeng Jin and Yizhu Jiao and Ghazaleh Kazeminejad and Zhenhailong Wang and Chris Callison-Burch and Mohit Bansal and Carl Vondrick and Jiawei Han and Dan Roth and Shih-Fu Chang and Martha Palmer and Heng Ji}, title = {{RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DZLYWLLWLZWLHLKDWRZLYEJJKWCBVHRCPJ22.pdf", funding = {KAIROS}, } @inproceedings{CLUZBD22, author = {Sihao Chen and Siyi Liu and Xander Uyttendaele and Yi Zhang and William Bruno and Dan Roth}, title = {{Design Challenges for a Multi-Perspective Search Engine}}, booktitle = NAACL-Findings, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/CLUZBR22.pdf", funding = {Google, BETTER}, } @inproceedings{SulemHaRo22, author = {Elior Sulem and Jamaal Hay and Dan Roth}, title = {{Yes, No or IDK: The Challenge of Unanswerable Yes/No Questions}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/SulemHaRo22.pdf", funding = {LwLL, BETTER, TRC Google-Cloud}, } @inproceedings{GSWDMRD22, author = {Georgios Georgakis and Karl Schmeckpeper and Karan Wanchoo and Soham Dan and Eleni Miltsakaki and Dan Roth and Kostas Daniilidis}, title = {{Cross-modal Map Learning for Vision and Language Navigation}}, booktitle = CVPR, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/GSWDMRD22.pdf", funding = {MURI}, } @inproceedings{DeutschDrRo22, author = {Daniel Deutsch and Rotem Dror and Dan Roth}, title = {{Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics}}, booktitle = NAACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschDrRo22.pdf", funding = {KAIROS, LwLL, Google, BETTER}, } @inproceedings{FZCVR22, author = {Xingyu Fu and Ben Zhou and Ishaan Preetam Chandratreya and Carl Vondrick and Dan Roth}, title = {{There's a Time and Place for Reasoning Beyond the Image}}, booktitle = ACL, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/FZCVR22.pdf", funding = {KAIROS, BETTER, LwLL, ONR-LtR}, } @inproceedings{DeutschRo22, author = {Daniel Deutsch and Dan Roth}, title = {{Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics}}, booktitle = ACL-Findings, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschRo22.pdf", funding = {Google, KAIROS, LwLL}, } @article{XGCGBBGGGJKKPPSWWMKLER22, author = {Kevin Xie and Ryan S. Gallagher and Erin C. Conrad and Chadric O. Garrick and Steven N. Baldassano and John M. Bernabei and Peter D. Galer and Nina J. Ghosn and Adam S. Greenblatt and Tara Jennings and Alana Kornspun and Catherine V. Kulick-Soper and Jal M. Panchal and Akash R. Pattnaik and Brittany H. Scheid and Danmeng Wei and Micah Weitzman and Ramya Muthukrishnan and Joongwon Kim and Brian Litt and Colin A. Ellis and Dan Roth}, title = {{Extracting Seizure Frequency from Epilepsy Clinic Notes: A Machine Reading Approach to Natural Language Processing}}, booktitle = {Journal of the American Medical Informatics Association (JAMIA)}, month = {2}, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/XGCGBBGGGJKKPPSWWMKLER22.pdf", } @inproceedings{ZhangZh22, author = {Bo Zhang and Jiayao Zhang}, title = {{Some Reflections on Drawing Causal Inference using Textual Data: Parallels Between Human Subjects and Organized Texts}}, booktitle = CLeaR, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangZh22.pdf", funding = {ONR}, } @inproceedings{CCHRS22, author = {Shuxiao Chen and Koby Crammer and Hangfeng He and Dan Roth and Weijie Su}, title = {{Weighted Training for Cross-Task Learning}}, booktitle = ICLR, year = {2022}, url = "https://cogcomp.seas.upenn.edu/papers/CCHRS22.pdf", funding = {LwLL, MURI, CwC}, } %%%%%%%%%%%%%% %%% 2021 %%% %%%%%%%%%%%%%% @thesis{Gupta21, author = {Nitish Gupta}, title = {{Learning to Compositionally Reason over Natural Language}}, booktitle = {UPenn PhD Thesis}, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/Gupta21.pdf", } @inproceedings{MRRG21, author = {Nafise Sadat Moosavi and Andreas Rücklé and Dan Roth and Iryna Gurevych}, title = {{SciGen: A Dataset for Reasoning-Aware Text Generation from Scientific Tables}}, booktitle = NeurIPS, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/MRRG21.pdf", } @inproceedings{ZhangWaSu21, author = {Jiayao Zhang and Hua Wang and Weijie J. Su}, title = {{Imitating Deep Learning Dynamics via Locally Elastic Stochastic Differential Equations}}, booktitle = NeurIPS, month = {12}, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangWaSu21.pdf", funding = {ONR}, } @inproceedings{EZGR21, author = {Yanai Elazar and Hongming Zhang and Yoav Goldberg and Dan Roth}, title = {{Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema}}, booktitle = EMNLP, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/EZGR21.pdf", funding = {KAIROS}, } @inproceedings{HZNR21, author = {Hangfeng He and Mingyuan Zhang and Qiang Ning and Dan Roth}, title = {{Foreseeing the Benefits of Incidental Supervision}}, booktitle = EMNLP, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/HZNR21.pdf", funding = {LwLL, MURI, CwC}, } @inproceedings{HSFR21, author = {Philip Huebner and Elior Sulem and Cynthia Fisher and Dan Roth}, title = {{BabyBERTa: Learning More Grammar With Small-Scale Child-Directed Language}}, booktitle = CoNLL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/HSFR21.pdf", funding = {LwLL, KAIROS}, } @inproceedings{HHSBNRP21, author = {Rujun Han and I-Hung Hsu and Jiao Sun and Julia Baylon and Qiang Ning and Dan Roth and Nanyun Peng}, title = {{ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations}}, booktitle = EMNLP, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/HHSBNRP21.pdf", funding = {KAIROS}, } @inproceedings{DeutschRo21, author = {Daniel Deutsch and Dan Roth}, title = {{Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries}}, booktitle = CoNLL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschRo21.pdf", funding = {KAIROS, LwLL, Google}, } @inproceedings{SulemHaRo21, author = {Elior Sulem and Jamaal Hay and Dan Roth}, title = {{Do We Know What We Don't Know? Studying Unanswerable Questions beyond SQuAD 2.0}}, booktitle = EMNLP-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/SulemHaRo21.pdf", funding = {LwLL, BETTER, KAIROS, TFRC Google-Cloud}, } @inproceedings{GSGR21, author = {Nitish Gupta and Sameer Singh and Matt Gardner and Dan Roth}, title = {{Paired Examples as Indirect Supervision in Latent Decision Models}}, booktitle = EMNLP, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/GSGR21.pdf", funding = {ONR, LwLL}, } @inproceedings{DanRo21, author = {Soham Dan and Dan Roth}, title = {{On the Effects of Transformer Size on In- and Out-of-Domain Calibration}}, booktitle = EMNLP-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DanRo21.pdf", funding = {MURI, LwLL}, } @inproceedings{DanBaRo21, author = {Soham Dan and Osbert Bastani and Dan Roth}, title = {{Few-Shot Novel Concept Learning for Semantic Parsing}}, booktitle = EMNLP-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DanBaRo21.pdf", funding = {MURI, LwLL}, } @inproceedings{DanHaRo21, author = {Soham Dan and Xinran Han and Dan Roth}, title = {{Compositional Data and Task Augmentation for Instruction Following}}, booktitle = EMNLP-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DanHaRo21.pdf", funding = {CwC, MURI, LwLL}, } @inproceedings{WZCR21, author = {Haoyu Wang and Hongming Zhang and Muhao Chen and Dan Roth}, title = {{Learning Constraints and Descriptive Segmentation for Subevent Detection}}, booktitle = EMNLP, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/WZCR21.pdf", funding = {KAIROS, BETTER}, } @inproceedings{WMRG21, author = {Mingzhu Wu and Nafise Sadat Moosavi and Dan Roth and Iryna Gurevych}, title = {{Coreference Reasoning in Machine Reading Comprehension}}, booktitle = ACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/WMRG21.pdf", funding = {KAIROS}, } @inproceedings{DengHeSu21, author = {Zhun Deng and Hangfeng He and Weijie Su}, title = {{Toward Better Generalization Bounds with Locally Elastic Stability}}, booktitle = ICML, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DengHeSu21.pdf", funding = {LwLL}, } @article{DeutschDrRo21, author = {Daniel Deutsch and Rotem Dror and Dan Roth}, title = {{A Statistical Analysis of Summarization Evaluation Metrics Using Resampling Methods}}, booktitle = TACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschDrRo21.pdf", funding = {KAIROS, LwLL, Google, BETTER}, } @article{DeutschBeRo21, author = {Daniel Deutsch and Tania Bedrax-Weiss and Dan Roth}, title = {{Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary}}, booktitle = TACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschBeRo21.pdf", funding = {KAIROS, LwLL, Google}, } @inproceedings{GuoRo21, author = {Ruohao Guo and Dan Roth}, title = {{Constrained Labeled Data Generation for Low-resource Named Entity Recognition}}, booktitle = ACL-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/GuoRo21.pdf", funding = {LORELEI, LwLL}, } @inproceedings{ZhangIvRo21, author = {Yi Zhang and Zachary G. Ives and Dan Roth}, title = {{What is Your Article Based On? Inferring Fine-Grained Provenance}}, booktitle = ACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangIvRo21.pdf", funding = {BETTER}, } @inproceedings{LZSR21, author = {Qing Lyu and Hongming Zhang and Elior Sulem and Dan Roth}, title = {{Zero-shot Event Extraction via Transfer Learning: Challenges and Insights}}, booktitle = ACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/LZSR21.pdf", funding = {KAIROS, BETTER, LwLL}, } @inproceedings{ZhangWaRo21, author = {Hongming Zhang and Haoyu Wang and Dan Roth}, title = {{Zero-shot Label-Aware Event Trigger and Argument Classification}}, booktitle = ACL-Findings, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangWaRo21.pdf", funding = {KAIROS, BETTER}, } @workshop{TMMR21, author = {Tatiana Tsygankova and Francesca Marini and Stephen Mayhew and Dan Roth}, title = {{Building Low-Resource NER Models Using Non-Speaker Annotations}}, booktitle = {Workshop on Data Science with Human-in-the-loop: Language Advances (DaSH-LA), NAACL}, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/TMMR21.pdf", funding = {LORELEI}, } @inproceedings{WQJNHSTR21, author = {Haoyang Wen and Yanru Qu and Heng Ji and Qiang Ning and Jiawei Han and Avirup Sil and Hanghang Tong and Dan Roth}, title = {{Event Time Extraction and Propagation via Graph Attention Networks}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/WQJNHSTR21.pdf", funding = {KAIROS}, } @inproceedings{ZJKWR21, author = {Yi Zhang and Sujay Kumar Jauhar and Julia Kiseleva and Ryen W. White and Dan Roth}, title = {{Learning to Decompose and Organize Complex Tasks}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/ZJKWR21.pdf", funding = {KAIROS, BETTER}, } @inproceedings{CZSR21, author = {Sihao Chen and Fan Zhang and Kazoo Sone and Dan Roth}, title = {{Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/CZSR21.pdf", funding = {Google, Tencent, KAIROS}, } @inproceedings{ZRNKSR21, author = {Ben Zhou and Kyle Richardson and Qiang Ning and Tushar Khot and Ashish Sabharwal and Dan Roth}, title = {{Temporal Reasoning on Implicit Events from Distant Supervision}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/ZRNKSR21.pdf", funding = {KAIROS, BETTER, LwLL}, } @inproceedings{DanZhRo21, author = {Soham Dan and Michael Zhou and Dan Roth}, title = {{Generalization in Instruction Following Systems}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/DanZhRo21.pdf", funding = {CwC, MURI, LwLL}, } @inproceedings{LCUR21, author = {Siyi Liu and Sihao Chen and Xander Uyttendaele and Dan Roth}, title = {{MultiOpEd: A Corpus of Multi-Perspective News Editorials}}, booktitle = NAACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/LCUR21.pdf", funding = {Google}, } @inproceedings{RozovskayaRo21, author = {Alla Rozovskaya and Dan Roth}, title = {{How Good (really) are Grammatical Error Correction Systems?}}, booktitle = EACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/RozovskayaRo21.pdf", funding = {LwLL}, } @inproceedings{MCKR21, author = {Ansel MacLaughlin and Tao Chen and Burcu Karagol Ayan and Dan Roth}, title = {{Context-Based Quotation Recommendation}}, booktitle = ICWSM, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/MCKR21.pdf", } @article{GKSKRB21, author = {Mor Geva and Daniel Khashabi and Elad Segal and Tushar Khot and Dan Roth and Jonathan Berant}, title = {{Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies}}, booktitle = TACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/GKSKRB21.pdf", funding = {ONR, KAIROS}, } @inproceedings{CSZR21, author = {Muhao Chen and Weijia Shi and Ben Zhou and Dan Roth}, title = {{Cross-lingual Entity Alignment with Incidental Supervision}}, booktitle = EACL, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/CSZR21.pdf", funding = {KAIROS, BETTER}, } @inproceedings{LCRC21, author = {Fangyu Liu and Muhao Chen and Dan Roth and Nigel Collier}, title = {{Visual Pivoting for (Unsupervised) Entity Alignment}}, booktitle = AAAI, year = {2021}, url = "https://cogcomp.seas.upenn.edu/papers/LCRC21.pdf", funding = {LORELEI, KAIROS, BETTER}, } %%%%%%%%%%%%%% %%% 2020 %%% %%%%%%%%%%%%%% @workshop{DeutschRo20, author = {Daniel Deutsch and Dan Roth}, title = {{SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics}}, booktitle = {Workshop on Natural Language Processing Open Source Software (NLP-OSS), EMNLP}, month = {11}, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschRo20.pdf", funding = {Google, KAIROS, LwLL}, } @inproceedings{KMPWHRZD20, author = {Ayal Klein and Jonathan Mamou and Valentina Pyatkin and Daniela Brook Weiss and Hangfeng He and Dan Roth and Luke Zettlemoyer and Ido Dagan}, title = {{QANom: Question-Answer driven SRL for Nominalizations}}, booktitle = COLING, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/KMPWHRZD20.pdf", funding = {KAIROS, BETTER}, } @inproceedings{ChenHeSu20, author = {Shuxiao Chen and Hangfeng He and Weijie Su}, title = {{Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity}}, booktitle = NeurIPS, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ChenHeSu20.pdf", funding = {LwLL}, } @inproceedings{NWHPGR20, author = {Qiang Ning and Hao Wu and Rujun Han and Nanyun Peng and Matt Gardner and Dan Roth}, title = {{TORQUE: A Reading Comprehension Dataset of Temporal ORdering QUEstions}}, booktitle = EMNLP, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/NWHPGR20.pdf", funding = {KAIROS, BETTER}, } @workshop{DCZSR20, author = {Weiyu Du and Sihao Chen and Yijie Zhao and Jianbo Shi and Dan Roth}, title = {{Do VQA Models Know What to Look At?}}, booktitle = {Women in Computer Vision workshop, ECCV}, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/DCZSR20.pdf", } @inproceedings{WangNiRo20, author = {Kaifu Wang and Qiang Ning and Dan Roth}, title = {{Learnability with Indirect Supervision Signals}}, booktitle = NeurIPS, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/WangNiRo20.pdf", funding = {LwLL, MURI}, } @inproceedings{LLYHR20, author = {Zi Lin and Jeremiah Zhe Liu and Zi Yang and Nan Hua and Dan Roth}, title = {{Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity}}, booktitle = EMNLP-Findings, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/LLYHR20.pdf", } @inproceedings{ZRTER20, author = {Xikun Zhang and Deepak Ramachandran and Ian Tenney and Yanai Elazar and Dan Roth}, title = {{Do Language Embeddings Capture Scales?}}, booktitle = EMNLP-Findings, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ZRTER20.pdf", } @inproceedings{LouisRoRa20, author = {Annie Louis and Dan Roth and Filip Radlinski}, title = {{"I'd rather just go to bed'': Understanding Indirect Answers}}, booktitle = EMNLP, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/LouisRoRa20.pdf", } @inproceedings{OHGGB20, author = {Inbar Oren and Jonathan Herzig and Nitish Gupta and Matt Gardner and Jonathan Berant}, title = {{Improving Compositional Generalization in Semantic Parsing}}, booktitle = EMNLP-Findings, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/OHGGB20.pdf", funding = {MURI}, } @inproceedings{JindalDeRo20, author = {Disha Jindal and Daniel Deutsch and Dan Roth}, title = {{Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection}}, booktitle = COLING, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/JindalDeRo20.pdf", funding = {KAIROS, BETTER}, } @inproceedings{KodnerGu20, author = {Jordan Kodner and Nitish Gupta}, title = {{Overestimation of Syntactic Representations in Neural Language Models}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/KodnerGu20.pdf", funding = {ONR, LwLL}, } @inproceedings{SBGWSBG20, author = {Sanjay Subramanian and Ben Bogin and Nitish Gupta and Tomer Wolfson and Sameer Singh and Jonathan Berant and and Matt Gardner}, title = {{Obtaining Faithful Interpretations from Compositional Neural Networks}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/SBGWSBG20.pdf", funding = {ONR, LwLL}, } @inproceedings{CZWR20, author = {Muhao Chen and Hongming Zhang and Haoyu Wang and Dan Roth}, title = {{"What Are You Trying to Do?" Semantic Typing of Event Processes}}, booktitle = CoNLL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/CZWR20.pdf", funding = {KAIROS, BETTER}, } @inproceedings{WCZR20, author = {Haoyu Wang and Muhao Chen and Hongming Zhang and Dan Roth}, title = {{Joint Constrained Learning for Event-Event Relation Extraction}}, booktitle = EMNLP, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/WCZR20.pdf", funding = {KAIROS}, } @inproceedings{ShahGuRo20, author = {Krunal Shah and Nitish Gupta and Dan Roth}, title = {{What Do We Expect from Multiple-Choice QA Systems?}}, booktitle = EMNLP-Findings, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ShahGuRo20.pdf", funding = {BETTER, ONR-LtR}, } @inproceedings{WKMR20, author = {Zihan Wang and Karthikeyan K and Stephen Mayhew and Dan Roth}, title = {{Extending Multilingual Bert to Low-Resource Languages}}, booktitle = EMNLP-Findings, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/WKMR20.pdf", funding = {LORELEI, CwC}, } @inproceedings{FSYZR20, author = {Xingyu Fu and Weijia Shi and Xiaodong Yu and Zian Zhao and Dan Roth}, title = {{Design Challenges in Low-resource Cross-lingual Entity Linking}}, booktitle = EMNLP, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/FSYZR20.pdf", funding = {LORELEI}, } @inproceedings{ZCWSR20, author = {Hongming Zhang and Muhao Chen and Haoyu Wang and Yangqiu Song and Dan Roth}, title = {{Analogous Process Structure Induction for Sub-event Sequence Prediction}}, booktitle = EMNLP, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ZCWSR20.pdf", funding = {KAIROS}, } @inproceedings{DanHeRo20, author = {Soham Dan and Hangfeng He and Dan Roth}, title = {{Understanding Spatial Relations through Multiple Modalities}}, booktitle = LREC, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/DanHeRo20.pdf", funding = {CwC, LwLL}, } @inproceedings{DKBBCPR20, author = {Soham Dan and Parisa Kordjamshidi and Julia Bonn and Archna Bhatia and Jon Cai and Martha Palmer and Dan Roth}, title = {{From Spatial Relations to Spatial Configurations}}, booktitle = LREC, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/DKBBCPR20.pdf", funding = {CwC}, } @inproceedings{HeNiRo20, author = {Hangfeng He and Qiang Ning and Dan Roth}, title = {{QUASE: Question-Answer Driven Sentence Encoding}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/HeNiRo20.pdf", } @inproceedings{ZNKR20, author = {Ben Zhou and Qiang Ning and Daniel Khashabi and Dan Roth}, title = {{Temporal Common Sense Acquisition with Minimal Supervision}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ZNKR20.pdf", funding = {AI2, BETTER}, } @inproceedings{ZKSR20, author = {Hongming Zhang and Daniel Khashabi and Yangqiu Song and Dan Roth}, title = {{TransOMCS: From Linguistic Graphs to Commonsense Knowledge}}, booktitle = IJCAI, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ZKSR20.pdf", funding = {KAIROS}, } @inproceedings{SKSR20, author = {Erfan Sadeqi Azer and Daniel Khashabi and Ashish Sabharwal and Dan Roth}, title = {{Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/SKSR20.pdf", funding = {AI2, KAIROS, LwLL}, } @inproceedings{ZhangIvRo20, author = {Yi Zhang and Zachary G. Ives and Dan Roth}, title = {{"Who said it, and Why?" Provenance for Natural Language Claims}}, booktitle = ACL, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangIvRo20.pdf", funding = {IARPA, GOOGLE}, } @inproceedings{KWMR20, author = {Karthikeyan K and Zihan Wang and Stephen Mayhew and Dan Roth}, title = {{Cross-Lingual Ability of Multilingual BERT: An Empirical Study}}, booktitle = ICLR, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/KWMR20.pdf", funding = {LORELEI, CwC}, } @inproceedings{GLRSG20, author = {Nitish Gupta and Kevin Lin and Dan Roth and Sameer Singh and Matt Gardner}, title = {{Neural Module Networks for Reasoning over Text}}, booktitle = ICLR, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/GLRSG20.pdf", funding = {ONR, DARPA-LwLL, AI2}, } @inproceedings{MayhewGuRo20, author = {Stephen Mayhew and Nitish Gupta and Dan Roth}, title = {{Robust Named Entity Recognition with Truecasing Pretraining}}, booktitle = AAAI, year = {2020}, url = "https://cogcomp.seas.upenn.edu/papers/MayhewGuRo20.pdf", funding = {LORELEI}, } %%%%%%%%%%%%%% %%% 2019 %%% %%%%%%%%%%%%%% @thesis{Upadhyay19, author = {Shyam Upadhyay}, title = {{Exploiting Cross-Lingual Representations For Natural Language Processing}}, booktitle = {UPenn PhD Thesis}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/Upadhyay19.pdf", } @thesis{Mayhew19, author = {Stephen Mayhew}, title = {{Low-Resource Named Entity Recognition}}, booktitle = {UPenn PhD Thesis}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/Mayhew19.pdf", } @thesis{Ning19, author = {Qiang Ning}, title = {{Understanding Time in Natural Language Text}}, booktitle = {UIUC PhD Thesis}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/Ning19.pdf", } @article{SUPMR19, author = {Yangqiu Song and Shyam Upadhyay and Haoruo Peng and Stephen Mayhew and Dan Roth}, title = {{Toward Any-language Zero-shot Topic Classification of Textual Documents}}, booktitle = {Artificial Intelligence}, pages = {133-150}, year = {2019}, volume = {274}, url = "https://cogcomp.seas.upenn.edu/papers/SUPMR19.pdf", funding = {LORELEI, DEFT}, } @workshop{TsygankovaMaRo19, author = {Tatiana Tsygankova and Stephen Mayhew and Dan Roth}, title = {{BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer}}, booktitle = {ACL Workshop on Balto-Slavic Natural Language Processing (BSNLP)}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/TsygankovaMaRo19.pdf", funding = {LORELEI}, } @article{SDHMRX19, author = {Mrinmaya Sachan and Avinava Dubey and Eduard H. Hovy and Tom M. Mitchell and Dan Roth and Eric P. Xing}, title = {{Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from Textbooks}}, month = {12}, year = {2019}, journal = {Computational Linguistics}, volume = {45}, number = {4}, url = "https://cogcomp.seas.upenn.edu/papers/SDHMRX19.pdf", } @workshop{ASNR19, author = {Oshin Agarwal and Sanjay Subramanian and Ani Nenkova and Dan Roth}, title = {{Evaluation of Named Entity Coreference}}, booktitle = {Workshop on Computational Models of Reference, Anaphora and Coreference (CRAC), NAACL}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/ASNR19.pdf", funding = {LORELEI}, } @inproceedings{WYSCYMR19, author = {Hai Wang and Dian Yu and Kai Sun and Jianshu Chen and Dong Yu and David McAllester and Dan Roth}, title = {{Evidence Sentence Extraction for Machine Reading Comprehension}}, booktitle = CoNLL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/WYSCYMR19.pdf", funding = {Tencent}, } @inproceedings{MCDIDR19, author = {Chao Ma and F A Rezaur Rahman Chowdhury and Aryan Deshwal and Md Rakibul Islam and Janardhan Rao Doppa and Dan Roth}, title = {{Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning}}, booktitle = IJCAI, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/MCDIDR19.pdf", funding = {CwC}, } @inproceedings{DeshwalDoRo19, author = {Aryan Deshwal and Janardhan Rao Doppa and Dan Roth}, title = {{Learning and Inference for Structured Prediction: A Unifying Perspective}}, booktitle = IJCAI, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/DeshwalDoRo19.pdf", funding = {CwC}, } @inproceedings{MBKPR19, author = {Abhijit Mahabal and Jason Baldridge and Burcu Karagol Ayan and Vincent Perot and Dan Roth}, title = {{Text Classification with Few Examples Using Controlled Generalization}}, booktitle = NAACL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/MBKPR19.pdf", } @inproceedings{EMRBR19, author = {Yanai Elazar and Abhijit Mahabaly and Deepak Ramachandran and Tania Bedrax-Weiss and Dan Roth}, title = {{How Large Are Lions? Inducing Distributions over Quantitative Attributes}}, booktitle = ACL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/EMRBR19.pdf", funding = {LORELEI, Google}, } @inproceedings{MCTR19, author = {Stephen Mayhew and Snigdha Chaturvedi and Chen-Tse Tsai and Dan Roth}, title = {{Named Entity Recognition with Partially Annotated Training Data}}, booktitle = CoNLL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/MCTR19.pdf", funding = {LORELEI}, } @techreport{MTMWLYFSZYKHSSR19, author = {Stephen Mayhew and Tatiana Tsygankova and Francesca Marini and Zihan Wang and Jane Lee and Xiaodong Yu and Xingyu Fu and Weijia Shi and Zian Zhao and Wenpeng Yin and Karthikeyan K and Jamaal Hay and Michael Shur and Jennifer Sheffield and Dan Roth}, title = {{University of Pennsylvania LoReHLT 2019 Submission}}, booktitle = {LoReHLT Evaluations}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/MTMWLYFSZYKHSSR19.pdf", funding = {LORELEI}, } @inproceedings{PengNiRo19, author = {Haoruo Peng and Qiang Ning and Dan Roth}, title = {{KnowSemLM: A Knowledge Infused Semantic Language Model}}, booktitle = CoNLL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/PengNiRo19.pdf", funding = {LORELEI, C3SR}, } @thesis{Khashabi19, author = {Daniel Khashabi}, title = {{Reasoning-Driven Question Answering for Natural Language Understanding: A Dissertation}}, booktitle = {UPenn PhD Thesis}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/Khashabi19.pdf", } @inproceedings{DeutschUpRo19, author = {Daniel Deutsch and Shyam Upadhyay and Dan Roth}, title = {{A General-Purpose Algorithm for Constrained Sequential Inference}}, booktitle = CoNLL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschUpRo19.pdf", funding = {LORELEI}, } @inproceedings{YinHaRo19, author = {Wenpeng Yin and Jamaal Hay and Dan Roth}, title = {{Benchmarking Zero-shot Text Classification: Datasets, Evaluation, and Entailment Approach}}, booktitle = EMNLP, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/YinHaRo19.pdf", funding = {LORELEI}, } @inproceedings{ZKNR19, author = {Ben Zhou and Daniel Khashabi and Qiang Ning and Dan Roth}, title = {{"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding}}, booktitle = EMNLP, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/ZKNR19.pdf", } @inproceedings{MayhewTsRo19, author = {Stephen Mayhew and Tatiana Tsygankova and Dan Roth}, title = {{ner and pos when nothing is capitalized}}, booktitle = EMNLP, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/MayhewTsRo19.pdf", funding = {LORELEI}, } @inproceedings{DeutschRo19, author = {Daniel Deutsch and Dan Roth}, title = {{Summary Cloze: A New Task for Content Selection in Topic-Focused Summarization}}, booktitle = EMNLP, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/DeutschRo19.pdf", funding = {ARL}, } @inproceedings{NingSuRo19, author = {Qiang Ning and Sanjay Subramanian and Dan Roth}, title = {{An Improved Neural Baseline for Temporal Relation Extraction}}, booktitle = EMNLP, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/NingSuRo19.pdf", funding = {AI2, IBM C3SR, DARPA}, projects = {Understanding time in text, Information Extraction}, } @inproceedings{ZhangIvRo19, author = {Yi Zhang and Zachary G. Ives and Dan Roth}, title = {{Evidence-based Trustworthiness}}, booktitle = ACL, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/ZhangIvRo19.pdf", } @inproceedings{CKCR19, author = {Sihao Chen and Daniel Khashabi and Chris Callison-Burch and Dan Roth}, title = {{PerspectroScope: A Window to the World of Diverse Perspectives}}, booktitle = {ACL Demonstrations}, month = {8}, year = {2019}, url = "http://cogcomp.org/papers/CKCR19.pdf", funding = {Google: Information Trustworthiness}, } @workshop{ShafferMa19, author = {Robert Shaffer and Stephen Mayhew}, title = {{Legal Linking: Citation Resolution and Suggestion in Constitutional Law}}, booktitle = {Workshop on Natural Legal Language Processing at NAACL}, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/ShafferMa19.pdf", } @inproceedings{SubramanianRo19, author = {Sanjay Subramanian and Dan Roth}, title = {{Improving Generalization in Coreference Resolution via Adversarial Training}}, booktitle = *SEM, month = {6}, year = {2019}, url = "http://cogcomp.org/papers/SubramanianRo19.pdf", } @inproceedings{CKYCR19, author = {Sihao Chen and Daniel Khashabi and Wenpeng Yin and Chris Callison-Burch and Dan Roth}, title = {{Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims}}, booktitle = NAACL, year = {2019}, url = "http://cogcomp.org/papers/CKYCR19.pdf", } @inproceedings{GravesNiBa19, author = {Eric Graves and Qiang Ning and Prithwish Basu}, title = {{An information theoretic model for summarization, and some basic results}}, booktitle = ISIT, year = {2019}, url = "https://cogcomp.seas.upenn.edu/papers/GravesNiBa19.pdf", funding = {ARL}, } @inproceedings{NHFR19, author = {Qiang Ning and Hangfeng He and Chuchu Fan and Dan Roth}, title = {{Partial or Complete, That's The Question}}, booktitle = NAACL, year = {2019}, url = "http://cogcomp.org/papers/NHFR19.pdf", } @inproceedings{ZengChBhRo19, author = {Ziheng Zeng and Snigdha Chaturvedi and Suma Bhat and Dan Roth}, title = {{DiAd: Domain Adaptation for Learning at Scale}}, booktitle = LAK, year = {2019}, url = "http://cogcomp.org/papers/ZengChBhRo19.pdf", funding = { IBM-ILLINOIS Center for Cognitive Computing Systems Research (C3SR)}, } %%%%%%%%%%%%%% %%% 2018 %%% %%%%%%%%%%%%%% @inproceedings{SDMRX18, author = {Mrinmaya Sachan and Avinava Dubey and Tom M. Mitchell and Dan Roth and Eric P. Xing}, title = {{Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems}}, booktitle = NeurIPS, year = {2018}, url = "https://cogcomp.seas.upenn.edu/papers/SDMRX18.pdf", funding = {ONR, NIH}, } @techreport{MUYHJPTCLGDSSR18, author = {Stephen Mayhew and Shyam Upadhyay and Wenpeng Yin and Lucia Huo and Devanshu Jain and Prasanna Poudyal and Tatiana Tsygankova and Yihao Chen and Xin Li and Nitish Gupta and Chase Duncan and Mark Sammons and Jennifer Sheffield and Dan Roth}, title = {{University of Pennsylvania LoReHLT 2018 Submission}}, booktitle = {LoReHLT Evaluations}, year = {2018}, url = "https://cogcomp.seas.upenn.edu/papers/MUYHJPTCLGDSSR18.pdf", funding = {LORELEI}, } @inproceedings{Test, author = {Xiaonan Yang and Larry Yang}, title = {{test_10_23_18}}, booktitle = NAACL, month = {10}, year = {2018}, url = "https://cogcomp.seas.upenn.edu/papers/paper-to-come.pdf", invisible = {true}, } @inproceedings{KordjamshidiRoKe18, author = {Parisa Kordjamshidi and Dan Roth and Kristian Kersting}, title = {{Systems AI: A Declarative Learning Based Programming Perspective}}, booktitle = IJCAI, year = {2018}, url = "http://cogcomp.org/papers/KordjamshidiRoKe18.pdf", funding = {NSF}, projects = {Learning Based Programming}, } @article{RozovskayaRo18, author = {Alla Rozovskaya and Dan Roth}, title = {{Grammar Error Correction in Morphologically-Rich Languages: The Case of Russian}}, booktitle = {Transactions of ACL}, year = {2018}, url = "http://cogcomp.org/papers/russianGrammar-final.pdf", } {test20180917, title = {{Opportunities with the Cognitive Computation Group}}, year = {2018}, url = {}, invisible = {true}, } @inproceedings{MCFFR18, author = {Lori A. Moon and Christos Christodouloupolos and Cynthia Fisher and Sandra Franco and Dan Roth}, title = {{Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions}}, booktitle = COLING, year = {2018}, url = "http://cogcomp.org/papers/MCFFR18.pdf", funding = {PSYC}, } @inproceedings{UpKoRo18, author = {Shyam Upadhyay and Jordan Kodner and Dan Roth}, title = {{Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages}}, booktitle = EMNLP, month = {10}, year = {2018}, url = "http://cogcomp.org/papers/UpKoRo18.pdf", } @inproceedings{UpGuRo18, author = {Shyam Upadhyay and Nitish Gupta and Dan Roth}, title = {{Joint Multilingual Supervision for Cross-Lingual Entity Linking}}, booktitle = EMNLP, month = {10}, year = {2018}, url = "http://cogcomp.org/papers/UpGuRo18.pdf", } @inproceedings{YinRo18b, author = {Wenpeng Yin and Dan Roth}, title = {{TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification}}, booktitle = EMNLP, month = {10}, year = {2018}, url = "http://cogcomp.org/papers/YinRo18b.pdf", funding = {LORELEI}, } @inproceedings{YMSR18, author = {Xiaodong Yu and Stephen Mayhew and Mark Sammons and Dan Roth}, title = {{On the Strength of Character Language Models for Multilingual Named Entity Recognition}}, booktitle = EMNLP, year = {2018}, url = "http://cogcomp.org/papers/YMSR18.pdf", funding = {DARPA LORELEI}, } @inproceedings{ZKTR18, author = {Ben Zhou and Daniel Khashabi and Chen-Tse Tsai and Dan Roth}, title = {{Zero-Shot Open Entity Typing as Type-Compatible Grounding}}, booktitle = EMNLP, year = {2018}, url = "http://cogcomp.org/papers/ZKTR18.pdf", } @inproceedings{NZFPR18, author = {Qiang Ning and Ben Zhou and Zhili Feng and Haoruo Peng and Dan Roth}, title = {{CogCompTime: A Tool for Understanding Time in Natural Language}}, booktitle = {EMNLP (Demo Track)}, month = {11}, year = {2018}, address = {Brussels, Belgium}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/NZFPR18.pdf", } @thesis{Peng18, author = {Haoruo Peng}, title = {{Understanding Stories via Event Sequence Modeling}}, booktitle = {UIUC PhD Thesis}, year = {2018}, url = "http://cogcomp.org/papers/PENG-DISSERTATION-2018.pdf", } @inproceedings{MahabalRoMi18, author = {Abhijit A. Mahabal and Dan Roth and Sid Mittal}, title = {{Robust Handling of Polysemy via Sparse Representations}}, booktitle = *SEM, year = {2018}, url = "http://cogcomp.org/papers/MahabalRoMi18.pdf", funding = {DEFT, Google}, } @inproceedings{UVCR18, author = {Shyam Upadhyay and Yogarshi Vyas and Marine Carpuat and Dan Roth}, title = {{Robust Cross-Lingual Hypernymy Detection Using Dependency Context}}, booktitle = NAACL, year = {2018}, url = "http://cogcomp.org/papers/UVCR18.pdf", } @inproceedings{YinScRo18, author = {Wenpeng Yin and Hinrich Schuetze and Dan Roth}, title = {{End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions}}, booktitle = ACL, pages = {540-545}, month = {7}, year = {2018}, url = "http://cogcomp.org/papers/YinScRo18.pdf", funding = {LORELEI}, } @inproceedings{MayhewRo18, author = {Stephen Mayhew}, title = {{TALEN: Tool for Annotation of Low-resource ENtities}}, booktitle = {ACL Demonstrations}, year = {2018}, url = "http://cogcomp.org/papers/MayhewRo18.pdf", } @inproceedings{DeutschHeRo18, author = {Daniel Deutsch and John Hewitt and Dan Roth}, title = {{A Distributional and Orthographic Aggregation Model for English Derivational Morphology}}, booktitle = ACL, month = {7}, year = {2018}, url = "http://cogcomp.org/papers/deutsch-hewitt-roth-acl2018.pdf", } @inproceedings{ChaturvediSrRo18, author = {Snigdha Chaturvedi and Shashank Srivastava and Dan Roth}, title = {{Where Have I Heard This Story Before?: Identifying Narrative Similarity in Movie Summaries}}, booktitle = NAACL, year = {2018}, url = "http://cogcomp.org/papers/ChaturvediSrRo18.pdf", funding = { IBM-ILLINOIS Center for Cognitive Computing Systems Research (C3SR)}, } @inproceedings{YinRo18, author = {Wenpeng Yin and Dan Roth}, title = {{Term Definitions Help Hypernymy Detection}}, booktitle = *SEM, pages = {203--213}, month = {6}, year = {2018}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/YinRo18.pdf", } @inproceedings{NFWR18, author = {Qiang Ning and Zhili Feng and Hao Wu and Dan Roth}, title = {{Joint Reasoning for Temporal and Causal Relations}}, booktitle = ACL, pages = {2278--2288}, month = {7}, year = {2018}, address = {Melbourne, Australia}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/NingFeWuRo18.pdf", funding = {AI2, IBM-ILLINOIS C3SR, DEFT, ARL}, } @inproceedings{NingWuRo18, author = {Qiang Ning and Hao Wu and Dan Roth}, title = {{A Multi-Axis Annotation Scheme for Event Temporal Relations}}, booktitle = ACL, pages = {1318--1328}, month = {7}, year = {2018}, address = {Melbourne, Australia}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/NingWuRo18.pdf", funding = {AI2, IBM-ILLINOIS C3SR, DEFT, ARL}, } @inproceedings{KCRUR18, author = {Daniel Khashabi and Snigdha Chaturvedi and Michael Roth and Shyam Upadhyay and Dan Roth}, title = {{Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences}}, booktitle = NAACL, year = {2018}, url = "http://cogcomp.org/papers/2018-MultiRC-NAACL.pdf", } @inproceedings{NYFR18, author = {Qiang Ning and Zhongzhi Yu and Chuchu Fan and Dan Roth}, title = {{Exploiting Partially Annotated Data for Temporal Relation Extraction}}, booktitle = *SEM, pages = {148--153}, month = {6}, year = {2018}, address = {New Orleans, Louisiana}, publisher = {Association for Computational Linguistics}, acceptance = {42\%}, url = "http://cogcomp.org/papers/NingYuFaRo18.pdf", funding = {AI2, IBM-ILLINOIS C3SR, DEFT, ARL}, } @inproceedings{NWPR18, author = {Qiang Ning and Hao Wu and Haoruo Peng and Dan Roth}, title = {{Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource}}, booktitle = NAACL, pages = {841--851}, month = {6}, year = {2018}, address = {New Orleans, Louisiana}, publisher = {Association for Computational Linguistics}, acceptance = {32\%}, url = "http://cogcomp.org/papers/NingWuPeRo18.pdf", funding = {AI2, IBM-ILLINOIS C3SR, DEFT, ARL}, } @inproceedings{KSZRCSRRLDTRMFWYSGUANLR18, author = {Daniel Khashabi and Mark Sammons and Ben Zhou and Tom Redman and Christos Christodoulopoulos and Vivek Srikumar and Nicholas Rizzolo and Lev Ratinov and Guanheng Luo and Quang Do and Chen-Tse Tsai and Subhro Roy and Stephen Mayhew and Zhili Feng and John Wieting and Xiaodong Yu and Yangqiu Song and Shashank Gupta and Shyam Upadhyay and Naveen Arivazhagan and Qiang Ning and Shaoshi Ling and Dan Roth}, title = {{CogCompNLP: Your Swiss Army Knife for NLP}}, booktitle = LREC, year = {2018}, url = "http://cogcomp.org/papers/2018_lrec_cogcompnlp.pdf", } @article{TMSSR18, author = {Chen-Tse Tsai and Stephen Mayhew and Yangqiu Song and Mark Sammons and Dan Roth}, title = {{Illinois CCG LoReHLT 2016 Named Entity Recognition and Situation Frame Systems}}, year = {2018}, journal = {Machine Translation}, url = "http://cogcomp.org/papers/TMSSR18.pdf", } @article{RoyRo18, author = {Subhro Roy and Dan Roth}, title = {{Mapping to Declarative Knowledge for Word Problem Solving}}, booktitle = TACL, year = {2018}, url = "http://cogcomp.org/papers/1319-cameraready.pdf", } @inproceedings{TsaiRo18, author = {Chen-Tse Tsai and Dan Roth}, title = {{Learning Better Name Translation for Cross-Lingual Wikification}}, booktitle = AAAI, month = {2}, year = {2018}, url = "http://cogcomp.org/papers/TsaiRo18.pdf", } @inproceedings{KKSR18, author = {Daniel Khashabi and Tushar Khot and Ashish Sabharwal and Dan Roth}, title = {{Question Answering as Global Reasoning over Semantic Abstractions}}, booktitle = AAAI, year = {2018}, url = "http://cogcomp.org/papers/2018_aaai_semanticilp.pdf", } %%%%%%%%%%%%%% %%% 2017 %%% %%%%%%%%%%%%%% @techreport{MDSTRLPZZS17, author = {Stephen Mayhew and Chase Duncan and Mark Sammons and Chen-Tse Tsai and Dan Roth and Xin Li and Haojie Pan and Sheng Zhou and Jennifer Zou and Yangqiu Song}, title = {{University of Illinois LoReHLT17 Submission}}, booktitle = {LoReHLT Evaluations}, year = {2017}, url = "https://cogcomp.seas.upenn.edu/papers/MDSTRLPZZS17.pdf", funding = {LORELEI}, } @workshop{DCPWUGTSR17, author = {Chase Duncan and Liang-Wei Chan and Haoruo Peng and Hao Wu and Shyam Upadhyay and Nitish Gupta and Chen-Tse Tsai and Mark Sammons and Dan Roth}, title = {{UI CCG TAC-KBP2017 Submissions: Entity Discovery and Linking, and Event Nugget Detection and Co-reference}}, booktitle = {Text Analysis Conference (TAC)}, year = {2017}, institution = {NIST}, url = {}, funding = {LORELEI}, } @workshop{ngdidndhpr17, author = {Anjali Narayan-Chen and Colin Graber and Mayukh Das and Md Rakibul Islam and Soham Dan and Sriraam Natarajan and Janardhan Rao Doppa and Julia Hockenmaier and Martha Palmer and Dan Roth}, title = {{Towards Problem Solving Agents that Communicate and Learn}}, booktitle = {An ACL'17 Workshop on Language Grounding for Robotics}, year = {2017}, url = "http://cogcomp.org/papers/ngdidndhpr17.pdf", } @inproceedings{NingFeRo17, author = {Qiang Ning and Zhili Feng and Dan Roth}, title = {{A Structured Learning Approach to Temporal Relation Extraction}}, booktitle = EMNLP, pages = {1038--1048}, month = {9}, year = {2017}, address = {Copenhagen, Denmark}, publisher = {Association for Computational Linguistics}, acceptance = {26\%}, url = "http://cogcomp.org/papers/NingFeRo17.pdf", funding = {AI2, IBM-ILLINOIS C3SR, DEFT, ARL}, } @inproceedings{ChaturvediPeRo17, author = {Snigdha Chaturvedi and Haoruo Peng and Dan Roth}, title = {{Story Comprehension for Predicting What Happens Next}}, booktitle = {In proceedings of the Conference on Empirical Methods in Natural Language Processing}, year = {2017}, url = "http://cogcomp.org/papers/ChaturvediPeRo17.pdf", funding = { IBM-ILLINOIS Center for Cognitive Computing Systems Research (C3SR), US Defense Advanced Research Projects Agency (DARPA) under contract FA8750-13-2-0008, Army Research Laboratory (ARL) under agreement W911NF-09-2-0053}, } @thesis{Roy17, author = {Subhro Roy}, title = {{Reasoning about Quantities in Natural Language}}, booktitle = {UIUC PhD Thesis}, year = {2017}, url = "http://cogcomp.org/papers/ROY-DISSERTATION-2017.pdf", } @inproceedings{2017_saul_relational_learning_starai, author = {Parisa Kordjamshidi and Sameer Singh and Daniel Khashabi and Christos Christodoulopoulos and Mark Sammons and Saurabh Sinha and Dan Roth}, title = {{Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks}}, booktitle = StarAI, year = {2017}, url = "http://cogcomp.org/papers/2017_saul_relational_learning_starai.pdf", } @inproceedings{MayhewTsRo17, author = {Stephen Mayhew and Chen-Tse Tsai and Dan Roth}, title = {{Cheap Translation for Cross-Lingual Named Entity Recognition}}, booktitle = EMNLP, year = {2017}, url = "http://cogcomp.org/papers/MayhewTsRo17.pdf", funding = {LORELEI, DEFT}, } @inproceedings{GuptaSiRo17, author = {Nitish Gupta and Sameer Singh and Dan Roth}, title = {{Entity Linking via Joint Encoding of Types, Descriptions, and Context}}, booktitle = EMNLP, year = {2017}, url = "http://cogcomp.org/papers/GuptaSiRo17.pdf", funding = {DARPA under agreement number FA8750-13-2-0008}, projects = {Information Extraction}, } @article{RozovskayaRoSa17, author = {Alla Rozovskaya and Dan Roth and Mark Sammons}, title = {{Adapting to Learner Errors with Minimal Supervision}}, year = {2017}, journal = {Computational Linguistics}, url = "http://cogcomp.org/papers/CL-adaptation.pdf", } @thesis{Tsai17, author = {Chen-Tse Tsai}, title = {{Concept and Entity Grounding Using Indirect Supervision}}, booktitle = {UIUC PhD Thesis}, year = {2017}, url = "http://cogcomp.org/papers/Tsai17.pdf", } @inproceedings{PengChRo17, author = {Haoruo Peng and Snigdha Chaturvedi and Dan Roth}, title = {{A Joint Model for Semantic Sequences: Frames, Entities, Sentiments}}, booktitle = CoNLL, year = {2017}, institution = {University of Illinois, Urbana-Champaign}, url = "http://cogcomp.org/papers/PengChRo17.pdf", } @inproceedings{KhTuSaRo17, author = {Daniel Khashabi and Tushar Khot and Ashish Sabharwal and Dan Roth}, title = {{Learning What is Essential in Questions}}, booktitle = CoNLL, year = {2017}, url = "http://cogcomp.org/papers/2017_conll_essential_terms.pdf", } @workshop{WSSASURMEGD, author = {Rachel Wities and Vered Shwartz and Gabriel Stanovsky and Meni Adler and Ori Shapira and Shyam Upadhyay and Dan Roth and Eugenio Martinez Camara and Iryna Gurevych and Ido Dagan}, title = {{A Consolidated Open Knowledge Representation for Multiple Texts}}, booktitle = {Proceedings of the 2nd LSDSem Workshop, in EACL}, year = {2017}, url = "http://cogcomp.org/papers/paper.pdf", } @inproceedings{Roth17, author = {Dan Roth}, title = {{Incidental Supervision: Moving beyond Supervised Learning}}, booktitle = AAAI, month = {2}, year = {2017}, url = "http://cogcomp.org/papers/Roth-AAAI17-incidental-supervision.pdf", } @inproceedings{RoyRo17, author = {Subhro Roy and Dan Roth}, title = {{Unit Dependency Graph and its Application to Arithmetic Word Problem Solving}}, booktitle = AAAI, year = {2017}, url = "http://cogcomp.org/papers/14764-64645-1-SM.pdf", } %%%%%%%%%%%%%% %%% 2016 %%% %%%%%%%%%%%%%% @incollection{RizzoloRo16, author = {Nick Rizzolo and Dan Roth}, title = {{Integer Linear Programming for Coreference Resolution}}, booktitle = {Anaphora Resolution: Algorithms, Resources, and Applications}, year = {2016}, publisher = {Springer-Verlag}, editor = {Massimo Poesio and Roland Stuckardt and Yannick Versley}, url = "https://cogcomp.seas.upenn.edu/papers/RizzoloRo16.pdf", } @techreport{TSMSR16, author = {Chen-Tse Tsai and Yangqiu Song and Stephen Mayhew and Mark Sammons and and Dan Roth}, title = {{Illinois CCG LoReHLT 2016 Named Entity Recognition and Situation Frame Systems}}, booktitle = {LoReHLT Evaluations}, year = {2016}, url = "https://cogcomp.seas.upenn.edu/papers/TSMSR16.pdf", funding = {LORELEI}, } @workshop{TMPSMRR16, author = {Chen-Tse Tsai and Stephen Mayhew and Haoruo Peng and Mark Sammons and Bhargav Mangipundi and Pavankumar Reddy and Dan Roth}, title = {{Illinois CCG Entity Discovery and Linking, Event Nugget Detection and Co-reference, and Slot Filler Validation Systems for TAC 2016}}, booktitle = {Text Analysis Conference (TAC 2016)}, year = {2016}, institution = {National Institute of Standards and Technology}, url = {}, } @workshop{GuptaSaRo16, author = {Narender Gupta and Aman Sawhney and Dan Roth}, title = {{Will I Get in? - Modeling the Graduate Admission Process for American Universities}}, booktitle = {2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)}, pages = {631--638}, year = {2016}, url = "http://cogcomp.org/papers/Will_I_Get_In.pdf", } @inproceedings{TsaiRo16c, author = {Chen-Tse Tsai and Dan Roth}, title = {{Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia}}, booktitle = {COLING Demonstrations}, month = {12}, year = {2016}, url = "http://cogcomp.org/papers/TsaiRo16c.pdf", } @article{WSRZH16, author = {Chenguang Wang and Yangqiu Song and Dan Roth and Ming Zhang and Jiawei Han}, title = {{World Knowledge as Indirect Supervision for Document Clustering}}, booktitle = {ACM TKDD}, year = {2016}, url = "http://cogcomp.org/papers/WSRZH16.pdf", } @incollection{SongMR16, author = {Yangqiu Song and Stephen Mayhew and Dan Roth}, title = {{Cross-lingual Dataless Classification for Languages with Small Wikipedia Presence}}, booktitle = {arXiv }, pages = {17}, month = {11}, year = {2016}, number = {arXiv:1611.04122}, url = "http://cogcomp.org/papers/SongMR16.pdf", } @inproceedings{KKCMSR16, author = {Parisa Kordjamshidi and Daniel Khashabi and Christos Christodoulopoulos and Bhargav Mangipudi and Sameer Singh and Dan Roth }, title = {{Better call Saul: Flexible Programming for Learning and Inference in NLP}}, booktitle = COLING, year = {2016}, url = "http://cogcomp.org/papers/KKCMSR16.pdf", } @inproceedings{RoyRo16, author = {Subhro Roy and Dan Roth}, title = {{ILLINOIS MATH SOLVER: Math Reasoning on the Web}}, booktitle = {NAACL Demonstrations}, year = {2016}, url = "http://cogcomp.org/papers/IMS.pdf", } @inproceedings{UGCR16, author = {Shyam Upadhyay and Nitish Gupta and Christos Christodoulopoulos and Dan Roth}, title = {{Revisiting the Evaluation for Cross Document Event Coreference}}, booktitle = COLING, year = {2016}, url = "http://cogcomp.org/papers/revisiting-evaluation-cross.pdf", } @inproceedings{RoyUpRo16, author = {Subhro Roy and Shyam Upadhyay and Dan Roth}, title = {{EQUATION PARSING : Mapping Sentences to Grounded Equations}}, booktitle = EMNLP, year = {2016}, url = "http://cogcomp.org/papers/1609.08824v1.pdf", } @inproceedings{PengSoRo16, author = {Haoruo Peng and Yangqiu Song and Dan Roth}, title = {{Event Detection and Co-reference with Minimal Supervision}}, booktitle = EMNLP, year = {2016}, url = "http://cogcomp.org/papers/PengSoRo16.pdf", } @workshop{UpChRo16, author = {Shyam Upadhyay and Christos Christodoulopoulos and Dan Roth}, title = {{Making the News - Identifying Noteworthy Events in News Articles}}, booktitle = {The 4th Workshop on EVENTS, NAACL}, year = {2016}, url = "http://cogcomp.org/papers/W16-1001.pdf", } @workshop{ ChristodoulopoulosRoFi16, author = { Christos Christodoulopoulos and Dan Roth and Cynthia Fisher}, title = {{An incremental model of syntactic bootstrapping}}, booktitle = {7th Workshop on Cognitive Aspects of Computational Language Learning, ACL}, month = {8}, year = {2016}, url = "http://cogcomp.org/papers/christodoulopoulos_16_incremental.pdf", } @inproceedings{TsaiMaRo16, author = {Chen-Tse Tsai and Stephen Mayhew and Dan Roth}, title = {{Cross-Lingual Named Entity Recognition via Wikification}}, booktitle = CoNLL, year = {2016}, url = "http://cogcomp.org/papers/TsaiMaRo16.pdf", } @inproceedings{PengRo16, author = {Haoruo Peng and Dan Roth}, title = {{Two Discourse Driven Language Models for Semantics}}, booktitle = ACL, year = {2016}, url = "http://cogcomp.org/papers/PengRo16.pdf", } @inproceedings{UFDR16, author = {Shyam Upadhyay and Manaal Faruqui and Chris Dyer and Dan Roth}, title = {{Cross-lingual Models of Word Embeddings: An Empirical Comparison}}, booktitle = ACL, year = {2016}, url = "http://cogcomp.org/papers/acl2016.pdf", } @inproceedings{RozovskayaRo16, author = {Alla Rozovskaya and Dan Roth}, title = {{Grammatical Error Correction: Machine Translation and Classifiers}}, booktitle = ACL, year = {2016}, publisher = {ACL}, url = "http://cogcomp.org/papers/RozovskayaRo16.pdf", } @inproceedings{SCKKSVBWR16, author = {Mark Sammons and Christos Christodoulopoulos and Parisa Kordjamshidi and Daniel Khashabi and Vivek Srikumar and Paul Vijayakumar and Mazin Bokhari and Xinbo Wu and Dan Roth}, title = {{EDISON: Feature Extraction for NLP, Simplified}}, booktitle = LREC, year = {2016}, publisher = {European Language Resources Association (ELRA)}, editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Marko Grobelnik and Bente Maegaard and Joseph Mariani and Asuncion Moreno and Jan Odijk and Stelios Piperidis}, url = "http://cogcomp.org/papers/SCKKSVBWR16.pdf", } @inproceedings{LingSoRo16, author = {Shaoshi Ling and Yangqiu Song and Dan Roth}, title = {{Word Embeddings with Limited Memory}}, booktitle = ACL, year = {2016}, url = "http://cogcomp.org/papers/LingSoRo16.pdf", } @techreport{RedmanSaRo16, author = {Tom Redman and Mark Sammons and Dan Roth}, title = {{Illinois Named Entity Recognizer: Addendum to Ratinov and Roth '09 reporting improved results}}, booktitle = {Tech Reports}, year = {2016}, url = "http://cogcomp.org/papers/ner-addendum.pdf", } @inproceedings{SUPR16, author = {Yangqiu Song and Shyam Upadhyay and Haoruo Peng and Dan Roth}, title = {{Cross-lingual Dataless Classification for Many Languages}}, booktitle = IJCAI, year = {2016}, url = "http://cogcomp.org/papers/SUPR16.pdf", } @inproceedings{KKSCER16, author = {Daniel Khashabi and Tushar Khot and Ashish Sabharwal and Peter Clark and Oren Etzioni and Dan Roth }, title = {{Question Answering via Integer Programming over Semi-Structured Knowledge}}, booktitle = IJCAI, year = {2016}, url = "http://cogcomp.org/papers/KKSCER16.pdf", } @inproceedings{TsaiRo16b, author = {Chen-Tse Tsai and Dan Roth}, title = {{Cross-lingual Wikification Using Multilingual Embeddings}}, booktitle = NAACL, month = {6}, year = {2016}, url = "http://cogcomp.org/papers/TsaiRo16b.pdf", } @article{TsaiRo16, author = {Chen-Tse Tsai and Dan Roth}, title = {{Concept Grounding to Multiple Knowledge Bases via Indirect Supervision}}, booktitle = TACL, month = {2}, year = {2016}, url = "http://cogcomp.org/papers/TsaiRo16.pdf", } @inproceedings{ArivazhaganChRo16, author = {Naveen Arivazhagan and Christos Christodoulopoulos and Dan Roth}, title = {{Labeling the Semantic Roles of Commas}}, booktitle = AAAI, month = {2}, year = {2016}, url = "http://cogcomp.org/papers/ArivazhaganChRo16.pdf", projects = {DEFT}, } %%%%%%%%%%%%%% %%% 2015 %%% %%%%%%%%%%%%%% @article{CLAER15, author = {Angel Conde and Mikel Larranaga and Ana Arruarte and Jon A. Elorriaga and Dan Roth}, title = {{LiTeWi: A Combined Term Extraction and Entity Linking Method for Eliciting Educational Ontologies from Textbooks}}, year = {2015}, journal = {Journal of the Association for Information Science and Technology}, volume = {67}, number = {2}, url = "http://cogcomp.org/papers/CLAER15.pdf", } @workshop{SPSUTRRR15, author = {Mark Sammons and Haoruo Peng and Yangqiu Song and Shyam Upadhyay and Chen-Tse Tsai and Pavankumar Reddy and Subhro Roy and Dan Roth}, title = {{Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems}}, booktitle = {Text Analysis Conference}, year = {2015}, institution = {National Institute of Standards and Technology}, url = "http://cogcomp.org/papers/SPSUTRRR15.pdf", } @inproceedings{TAC15, author = {Mark Sammons and Haoruo Peng and Yangqiu Song and Shyam Upadhyay and Chen-Tse Tsai and Pavankumar Reddy and Subhro Roy and Dan Roth}, title = {{Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems}}, booktitle = TAC, year = {2015}, url = "http://cogcomp.org/papers/TAC15.pdf", } @workshop{LCUR15, author = {Ching-pei Lee and Kai-Wei Chang and Shyam Upadhyay and Dan Roth}, title = {{Distributed Training of Structured SVM}}, booktitle = {OPT Workshop, NeurIPS}, year = {2015}, url = "http://cogcomp.org/papers/OPT2015_paper_1.pdf", } @workshop{PKMLDY15, author = {James Pustejovsky and Parisa Kordjamshidi and Marie-Francine Moens and Aaron Levine and Seth Dworman and Zachary Yocum}, title = {{SemEval-2015 Task 8: SpaceEval}}, booktitle = ACL, pages = {884-894}, year = {2015}, publisher = {ACL}, url = "http://cogcomp.org/papers/PustejovskyetalSemEval2015.pdf", } @inproceedings{MKPM15, author = {Wouter Massa and Parisa Kordjamshidi and Thomas Provoost and Marie-Francine Moens}, title = {{Machine Reading of Biological Texts: Bacteria-Biotope Extraction}}, booktitle = Bioinformatics, pages = {55-64}, year = {2015}, publisher = {SCITEPRESS}, url = "http://cogcomp.org/papers/MassaetalBIOSTEC2015.pdf", } @article{WBGLR15, author = {John Wieting and Mohit Bansal and Kevin Gimpel and Karen Livescu and Dan Roth}, title = {{From Paraphrase Database to Compositional Paraphrase Model and Back}}, booktitle = TACL, year = {2015}, url = "http://cogcomp.org/papers/WietingBaGiLiRo15.pdf", } @inproceedings{SPKSR15, author = {Yangqiu Song and Haoruo Peng and Parisa Kordjamshidi and Mark Sammons and Dan Roth}, title = {{Improving a Pipeline Architecture for Shallow Discourse Parsing}}, booktitle = CoNLL, year = {2015}, url = "http://cogcomp.org/papers/SPKSR15.pdf", } @inproceedings{RoyRo15, author = {Subhro Roy and Dan Roth}, title = {{Solving General Arithmetic Word Problems}}, booktitle = EMNLP, year = {2015}, url = "http://cogcomp.org/papers/arithmetic.pdf", } @inproceedings{PengChRo15, author = {Haoruo Peng and Kai-Wei Chang and Dan Roth}, title = {{A Joint Framework for Coreference Resolution and Mention Head Detection}}, booktitle = CoNLL, pages = {10}, month = {7}, year = {2015}, address = {University of Illinois, Urbana-Champaign, Urbana, IL, 61801}, publisher = {ACL}, institution = {University of Illinois at Urbana-Champaign}, url = "http://cogcomp.org/papers/MentionDetection.pdf", } @workshop{FKPWR15, author = {Zhiye Fei and Daniel Khashabi and Haoruo Peng and Hao Wu and Dan Roth}, title = {{ILLINOIS-PROFILER: Knowledge Schemas at Scale}}, booktitle = {Workshop on Cognitive Knowledge Acquisition and Applications, IJCAI}, year = {2015}, url = "http://cogcomp.org/papers/profiler_ijcai.pdf", } @inproceedings{LeeRo15, author = {Ching-pei Lee and Dan Roth}, title = {{Distributed Box-Constrained Quadratic Optimization for Dual Linear SVM}}, booktitle = ICML, month = {7}, year = {2015}, acceptance = {26\%}, url = "http://cogcomp.org/papers/distcd.pdf", funding = {DEFT}, } @article{KordjamshidiRoMo15, author = {Parisa Kordjamshidi and Dan Roth and Marie-Francine Moens}, title = {{Structured Learning for Spatial Information Extraction from Biomedical Text: Bacteria Biotopes}}, booktitle = {BMC Bioinformatics}, month = {4}, year = {2015}, volume = {16}, number = {126}, url = "http://cogcomp.org/papers/BMC_Bacteria_Biotope.pdf", } @inproceedings{KordjamshidiRoWu15, author = {Parisa Kordjamshidi and Hao Wu and Dan Roth}, title = {{Saul: Towards Declarative Learning Based Programming}}, booktitle = IJCAI, month = {7}, year = {2015}, url = "http://cogcomp.org/papers/KordjamshidiRoWu15.pdf", } @inproceedings{WSERZH15, author = {Chenguang Wang and Yangqiu Song and Ahmed El-Kishky and Dan Roth and Ming Zhang and Jiawei Han}, title = {{Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks}}, booktitle = KDD, year = {2015}, url = "http://cogcomp.org/papers/WSERZH15.pdf", } @inproceedings{WSRWHJZ15, author = {Chenguang Wang and Yangqiu Song and Dan Roth and Chi Wang and Jiawei Han and Heng Ji and Ming Zhang}, title = {{Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations}}, booktitle = IJCAI, year = {2015}, url = "http://cogcomp.org/papers/WSRWHJZ15.pdf", } @thesis{Chang15, author = {Kai-Wei Chang}, title = {{Selective Algorithms for Large-Scale Classification and Structured Learning}}, booktitle = {UIUC PhD Thesis}, year = {2015}, url = "http://cogcomp.org/papers/Chang15.pdf", } @inproceedings{SongRo15, author = {Yangqiu Song and Dan Roth}, title = {{Unsupervised Sparse Vector Densification for Short Text Similarity}}, booktitle = NAACL, month = {5}, year = {2015}, url = "http://cogcomp.org/papers/SongRo15.pdf", } @inproceedings{PengKhRo15, author = {Haoruo Peng and Daniel Khashabi and Dan Roth}, title = {{Solving Hard Coreference Problems}}, booktitle = NAACL, month = {5}, year = {2015}, url = "http://cogcomp.org/papers/PengKhRo15.pdf", } @article{RoyViRo15, author = {Subhro Roy and Tim Vieira and Dan Roth}, title = {{Reasoning about Quantities in Natural Language}}, booktitle = TACL, year = {2015}, journal = {Transactions of the Association for Computational Linguistics (TACL)}, volume = {3}, url = "http://cogcomp.org/papers/RoyViRo15.pdf", } @inproceedings{CUKR15, author = {Kai-Wei Chang and Shyam Upadhyay and Gourab Kundu and Dan Roth}, title = {{Structural Learning with Amortized Inference}}, booktitle = AAAI, year = {2015}, url = "http://cogcomp.org/papers/CUKR15.pdf", funding = {ONR,ARL,DEFT}, } %%%%%%%%%%%%%% %%% 2014 %%% %%%%%%%%%%%%%% @thesis{Kundu14, author = {Gourab Kundu}, title = {{Domain Adaptation with Minimal Training}}, booktitle = {UIUC PhD Thesis}, year = {2014}, url = "https://cogcomp.seas.upenn.edu/papers/Kundu14.pdf", } @incollection{PasternackRo14, author = {Jeff Pasternack and Dan Roth}, title = {{Judging the Veracity of Claims and Reliability of Sources With Fact-Finders}}, booktitle = {Computational Trust Models and Machine Learning}, pages = {39-72}, year = {2014}, publisher = {Chapman and Hall/CRC}, editor = {Xin Liu, Anwitaman Datta, and Ee-Peng Lim}, url = "http://cogcomp.org/papers/fact_finder_chapter_clean.pdf", } @inproceedings{JindalGuRo14, author = {Prateek Jindal and Carl A. Gunter and Dan Roth}, title = {{Detecting Privacy-Sensitive Events in Medical Text}}, booktitle = BCB, month = {9}, year = {2014}, url = "http://cogcomp.org/papers/JindalGR14.pdf", } @inproceedings{JindalRoGu14, author = {Prateek Jindal and Dan Roth and Carl A. Gunter}, title = {{Joint Inference for End-to-End Coreference Resolution for Clinical Notes}}, booktitle = BCB, month = {9}, year = {2014}, url = "http://cogcomp.org/papers/p192-jindal.pdf", } @inproceedings{SSWKTUMRA14, author = {Mark Sammons and Yangqiu Song and Ruichen Wang and Gourab Kundu and Chen-Tse Tsai and Shyam Upadhyay and Siddarth Ancha and Stephen Mayhew}, title = {{Overview of UI-CCG Systems for Event Argument Extraction, Entity Discovery and Linking, and Slot Filler Validation}}, booktitle = TAC, year = {2014}, institution = {NIST}, url = "http://cogcomp.org/papers/SSWKTUMRA14.pdf", } @article{RozovskayaRo14, author = {Alla Rozovskaya and Dan Roth}, title = {{Building a State-of-the-Art Grammatical Error Correction System}}, booktitle = TACL, year = {2014}, url = "http://cogcomp.org/papers/RozovskayaRo14.pdf", } @inproceedings{SongRo14, author = {Yangqiu Song and Dan Roth}, title = {{On Dataless Hierarchical Text Classification}}, booktitle = AAAI, month = {7}, year = {2014}, url = "http://cogcomp.org/papers/SongRo14.pdf", } @inproceedings{RCSRH14, author = {Alla Rozovskaya and Kai-Wei Chang and Mark Sammons and Dan Roth and Nizar Habash}, title = {{The Illinois-Columbia System in the CoNLL-2014 Shared Task}}, booktitle = CoNLL, year = {2014}, url = "http://cogcomp.org/papers/RCSRH14.pdf", } @inproceedings{WFDMSR14, author = {Hao Wu and Zhiye Fei and Aaron Dai and Stephen Mayhew and Mark Sammons and Dan Roth}, title = {{IllinoisCloudNLP: Text Analytics Services in the Cloud}}, booktitle = LREC, month = {5}, year = {2014}, url = "http://cogcomp.org/papers/WFDMSR14.pdf", funding = {MIAS, ARL, DARPA, NSF}, } @article{VZRP14, author = {V.G.Vinod Vydiswaran and Chengxiang Zhai and Dan Roth and Peter Pirolli}, title = {{Overcoming bias to learn about controversial topics}}, year = {2014}, publisher = {Wiley}, journal = {Journal of the American Society for Information Science and Technology (JASIST)}, url = "http://cogcomp.org/papers/VZRP14.pdf", projects = {Trustworthiness}, } @inproceedings{RozovskayaRoSr14, author = {Alla Rozovskaya and Dan Roth and Vivek Srikumar}, title = {{Correcting Grammatical Verb Errors}}, booktitle = EACL, month = {4}, year = {2014}, url = "http://cogcomp.org/papers/RozovskayaRoSr14.pdf", } @article{GoldwasserRo14, author = {Dan Goldwasser and Dan Roth}, title = {{Learning from Natural Instructions}}, pages = {205-232}, month = {2}, year = {2014}, publisher = {Springer}, journal = {Machine Learning}, volume = {94}, number = {2}, url = "http://cogcomp.org/papers/GoldwasserRo14.pdf", } @article{BBCRWZ14, author = {Antoine Bordes and Léon Bottou and Ronan Collobert and Dan Roth and Jason Weston and Luke Zettlemoyer}, title = {{Introduction to the special issue on learning semantics}}, pages = {127-131}, month = {2}, year = {2014}, publisher = {Springer}, journal = {Machine Learning}, volume = {94}, number = {2}, url = "http://cogcomp.org/papers/BBCRWZ14.pdf", } @inproceedings{SamdaniChRo14, author = {Rajhans Samdani and Kai-Wei Chang and Dan Roth}, title = {{A Discriminative Latent Variable Model for Online Clustering}}, booktitle = ICML, year = {2014}, acceptance = {14.7\%}, url = "http://cogcomp.org/papers/l3m.icml.pdf", } %%%%%%%%%%%%%% %%% 2013 %%% %%%%%%%%%%%%%% @inproceedings{CCSCFSWRWR13, author = {Xiao Cheng and Bingling Chen and Rajhans Samdani and Kai-Wei Chang and Zhiye Fei and Mark Sammons and John Wieting and Subhro Roy and Chizheng Wang and Dan Roth}, title = {{Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems}}, booktitle = TAC, year = {2013}, url = "http://cogcomp.org/papers/UI_CCG.TAC2013.proceedings.pdf", } @thesis{Srikumar13, author = {Vivek Srikumar}, title = {{The Semantics of Role Labeling}}, booktitle = {UIUC PhD Thesis}, year = {2013}, url = "http://cogcomp.org/papers/Srikumar13.pdf", } @thesis{Vydiswaran13, author = {V.G.Vinod Vydiswaran}, title = {{Modeling and Predicting Trustworthiness of Online Textual Information}}, booktitle = {UIUC PhD Thesis}, year = {2013}, url = "http://cogcomp.org/papers/Vydiswaran13.pdf", } @thesis{Samdani13, author = {Rajhans Samdani}, title = {{Algorithms for Structural Learning with Decompositions}}, booktitle = {UIUC PhD Thesis}, year = {2013}, url = "http://cogcomp.org/papers/Samdani13.pdf", } @thesis{Jindal13, author = {Prateek Jindal}, title = {{Information Extraction for Clinical Narratives}}, booktitle = {UIUC PhD Thesis}, year = {2013}, url = "http://cogcomp.org/papers/Jindal13.pdf", } @thesis{Rozovskaya13, author = {Alla Rozovskaya}, title = {{Automated Methods for Text Correction}}, booktitle = {UIUC PhD Thesis}, year = {2013}, url = "http://cogcomp.org/papers/Rozovskaya13.pdf", } @inproceedings{TsaiKuRo13, author = {Chen-Tse Tsai and Gourab Kundu and Dan Roth}, title = {{Concept-Based Analysis of Scientific Literature}}, booktitle = CIKM, year = {2013}, url = "http://cogcomp.org/papers/TsaiKuRo13.pdf", } @inproceedings{ChengRo13, author = {Xiao Cheng and Dan Roth}, title = {{Relational Inference for Wikification}}, booktitle = EMNLP, year = {2013}, url = "http://cogcomp.org/papers/ChengRo13.pdf", funding = {DEFT,ARL,MIAS}, } @inproceedings{RozovskayaRo13, author = {Alla Rozovskaya and Dan Roth}, title = {{Joint Learning and Inference for Grammatical Error Correction}}, booktitle = EMNLP, month = {10}, year = {2013}, url = "http://cogcomp.org/papers/RozovskayaRo13.pdf", } @article{JindalRo13d, author = {Prateek Jindal and Dan Roth}, title = {{Extraction of Events and Temporal Expressions from Clinical Narratives}}, month = {10}, year = {2013}, editor = {E.H. Shortliffe}, journal = {Journal of Biomedical Informatics (JBI)}, url = "http://cogcomp.org/papers/JindalRo13d.pdf", } @inproceedings{JindalRo13c, author = {Prateek Jindal and Dan Roth}, title = {{Using Soft Constraints in Joint Inference for Clinical Concept Recognition}}, booktitle = EMNLP, month = {10}, year = {2013}, url = "http://cogcomp.org/papers/JindalRo13c.pdf", } @inproceedings{ChangSaRo13, author = {Kai-Wei Chang and Rajhans Samdani and Dan Roth}, title = {{A Constrained Latent Variable Model for Coreference Resolution}}, booktitle = EMNLP, year = {2013}, url = "http://cogcomp.org/papers/ChangSaRo13.pdf", } @inproceedings{RCSR13, author = {Alla Rozovskaya Kai-Wei Chang Mark Sammons Dan Roth}, title = {{The University of Illinois System in the CoNLL-2013 Shared Task}}, booktitle = CoNLL, year = {2013}, url = "http://cogcomp.org/papers/RCSR13.pdf", funding = {MR, DEFT}, } @unpublished{DRSZ13, author = {Ido Dagan and Dan Roth and Mark Sammons and Fabio Massimo Zanzoto}, title = {{Recognizing Textual Entailment: Models and Applications}}, booktitle = {Recognizing Textual Entailment: Models and Applications}, month = {7}, year = {2013}, publisher = {Morgan and Claypool}, url = {}, } @inproceedings{KunduSrRo13, author = {Gourab Kundu and Vivek Srikumar and Dan Roth}, title = {{Margin-based Decomposed Amortized Inference}}, booktitle = ACL, month = {8}, year = {2013}, url = "http://cogcomp.org/papers/KunduSrRo13.pdf", } @inproceedings{ChangSrRo13, author = {Kai-Wei Chang and Vivek Srikumar and Dan Roth}, title = {{Multi-core Structural SVM Training}}, booktitle = ECML-PKDD, year = {2013}, acceptance = {25\%}, url = "http://cogcomp.org/papers/ChangSrRo13.pdf", funding = {ONR, DEFT}, } @article{SrikumarRo13, author = {Vivek Srikumar and Dan Roth}, title = {{Modeling Semantic Relations Expressed by Prepositions}}, booktitle = TACL, pages = {231-242}, year = {2013}, volume = {1}, url = "http://cogcomp.org/papers/SrikumarRo13.pdf", } @inproceedings{GoldwasserRoth13, author = {Dan Goldwasser and Dan Roth}, title = {{Leveraging Domain-Independent Information in Semantic Parsing}}, booktitle = ACL, year = {2013}, url = "http://cogcomp.org/papers/GoldwasserRoth13.pdf", } @inproceedings{JindalRo13b, author = {Prateek Jindal and Dan Roth}, title = {{End-to-End Coreference Resolution for Clinical Narratives}}, booktitle = IJCAI, pages = {2106-2112}, month = {8}, year = {2013}, acceptance = {19\%}, url = "http://cogcomp.org/papers/JindalRo13.pdf", funding = {HHS 90TR003/01}, } @inproceedings{PasternackRo13, author = {Jeff Pasternack and Dan Roth}, title = {{Latent Credibility Analysis}}, booktitle = WWW, year = {2013}, url = "http://cogcomp.org/papers/PasternackRo13.pdf", } @article{JindalRo13, author = {Prateek Jindal and Dan Roth}, title = {{Using Domain Knowledge and Domain-Inspired Discourse Model for Coreference Resolution for Clinical Narratives}}, booktitle = {Journal of the American Medical Informatics Association (JAMIA)}, pages = {356-362}, month = {3}, year = {2013}, publisher = {BMJ Publishing Group Ltd}, editor = {Professor Lucila Ohno-Machado}, volume = {20}, number = {2}, acceptance = {19\%}, url = "http://cogcomp.org/papers/JindalRo12.pdf", } %%%%%%%%%%%%%% %%% 2012 %%% %%%%%%%%%%%%%% @thesis{Goldwasser12, author = {Dan Goldwasser }, title = {{Learning from Natural Instructions}}, booktitle = {UIUC PhD Thesis}, year = {2012}, url = "http://cogcomp.org/papers/Goldwasser12.pdf", } @inproceedings{JindalRo12, author = {Prateek Jindal and Dan Roth}, title = {{Using Knowledge and Constraints to Find the Best Antecedent}}, booktitle = COLING, pages = {1327-1342}, month = {12}, year = {2012}, acceptance = {20\%}, url = "http://cogcomp.org/papers/JindalRo12b.pdf", funding = {Grant HHS 90TR0003/01}, } @incollection{ConnorFiRo12, author = {Michael Connor and Cynthia Fisher and Dan Roth}, title = {{Starting from Scratch in Semantic Role Labeling: Early Indirect Supervision}}, month = {11}, year = {2012}, publisher = {Springer}, editor = {A. Alishahi and T. Poibeau and A. Korhonen}, journal = {Cognitive Aspects of Computational Language Acquisition}, url = "http://cogcomp.org/papers/ConnorFiRo12.pdf", } @inproceedings{LWZR12, author = {Yue Lu and Hongning Wang and ChengXiang Zhai and Dan Roth}, title = {{Unsupervised Discovery of Opposing Opinion Networks From Forum Discussions}}, booktitle = CIKM, month = {10}, year = {2012}, url = "http://cogcomp.org/papers/LWZR12.pdf", } @inproceedings{CDHR12, author = {Kai-Wei Chang and Biplab Deka and Wen-Mei W. Hwu and Dan Roth}, title = {{Efficient Pattern-Based Time Series Classification on GPU }}, booktitle = ICDM, year = {2012}, acceptance = {10.7\%}, url = "http://cogcomp.org/papers/undefined.pdf", funding = {MR, BL}, } @thesis{Tu12, author = {Yuancheng Tu}, title = {{English Complex Verb Constructions: Identification and Inference}}, booktitle = {UIUC PhD Thesis}, year = {2012}, url = "http://cogcomp.org/papers/Tu12.pdf", } @thesis{Ratinov12, author = {Lev Ratinov}, title = {{Exploiting Knowledge in NLP}}, booktitle = {UIUC PhD Thesis}, year = {2012}, url = "http://cogcomp.org/papers/Ratinov12.pdf", } @thesis{Do12, author = {Quang Do}, title = {{Background Knowledge in Learning-Based Relation Extraction}}, booktitle = {UIUC PhD Thesis}, year = {2012}, url = "http://cogcomp.org/papers/Do12.pdf", } @inproceedings{SondhiVyZh12, author = {Parikshit Sondhi and V.G. Vinod Vydiswaran and ChengXiang Zhai}, title = {{Reliability Prediction of Webpages in the Medical Domain}}, booktitle = ECIR, pages = {219--231}, month = {4}, year = {2012}, volume = {7224}, url = "http://cogcomp.org/papers/SondhiVyZh12.pdf", } @inproceedings{VZRP12b, author = {V.G.Vinod Vydiswaran and ChengXiang Zhai and Dan Roth and Peter Pirolli}, title = {{BiasTrust: Teaching biased users about controversial topics}}, booktitle = CIKM, pages = {1205--1209}, month = {10}, year = {2012}, url = "http://cogcomp.org/papers/VZRP12b.pdf", funding = {MIAS, ITI, ARL}, projects = {Trustworthiness}, } @inproceedings{VZRP12, author = {V.G.Vinod Vydiswaran and ChengXiang Zhai and Dan Roth and Peter Pirolli}, title = {{Unbiased Learning of Controversial Topics}}, booktitle = ASIST, month = {10}, year = {2012}, url = "http://cogcomp.org/papers/VZRP12.pdf", funding = {MIAS, ITI, ARL}, projects = {Trustworthiness}, } @inproceedings{ClarkeSrSaRo2012, author = {James Clarke and Vivek Srikumar and Mark Sammons and Dan Roth}, title = {{An NLP Curator (or: How I Learned to Stop Worrying and Love NLP Pipelines)}}, booktitle = LREC, month = {5}, year = {2012}, url = "http://cogcomp.org/papers/ClarkeSrSaRo2012.pdf", } @workshop{RozovskayaSaRo12, author = {Alla Rozovskaya and Mark Sammons and Dan Roth}, title = {{The UI System in the HOO 2012 Shared Task on Error Correction}}, booktitle = NAACL, month = {6}, year = {2012}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/RozovskayaSaRo12.pdf", } @inproceedings{CSRSR12, author = {Kai-Wei Chang and Rajhans Samdani and Alla Rozovskaya and Mark Sammons and Dan Roth}, title = {{Illinois-Coref: The UI System in the CoNLL-2012 Shared Task}}, booktitle = CoNLL, year = {2012}, url = "http://cogcomp.org/papers/CSRSR12.pdf", funding = {Machine Reading, ARL}, projects = {Coreference Within and Across Documents}, } @workshop{SamdaniChRo12b, author = {Rajhans Samdani and Ming-Wei Chang and Dan Roth}, title = {{A Framework for Tuning Posterior Entropy in Unsupervised Learning}}, booktitle = ICML, month = {6}, year = {2012}, url = "http://cogcomp.org/papers/SamdaniChRo12b.pdf", funding = {ONR, ARL, AFRL}, } @inproceedings{SamdaniRo12, author = {Rajhans Samdani and Dan Roth}, title = {{Efficient Decomposed Learning for Structured Prediction}}, booktitle = ICML, month = {6}, year = {2012}, acceptance = {27\%}, url = "http://cogcomp.org/papers/SamdaniRo12.pdf", funding = {ONR, AFRL, ARL}, } @article{ChangRaRo12, author = {Ming-Wei Chang and Lev Ratinov and Dan Roth}, title = {{Structured Learning with Constrained Conditional Models}}, pages = {399-431}, month = {6}, year = {2012}, publisher = {Springer}, editor = {Hal Daume III}, journal = {Machine Learning}, volume = {88}, number = {3}, url = "http://cogcomp.org/papers/ChangRaRo12.pdf", } @inproceedings{LuRo12, author = {Wei Lu and Dan Roth}, title = {{Automatic Event Extraction with Structured Preference Modeling}}, booktitle = ACL, pages = {10}, month = {7}, year = {2012}, acceptance = {19\%}, url = "http://cogcomp.org/papers/LuRo12.pdf", funding = {Machine Reading}, projects = {Machine Reading}, } @inproceedings{RatinovRo12, author = {Lev Ratinov and Dan Roth}, title = {{Learning-based Multi-Sieve Co-Reference Resolution with Knowledge}}, booktitle = EMNLP, year = {2012}, url = "http://cogcomp.org/papers/RatinovRo12.pdf", } @inproceedings{SrikumarKuRo12, author = {Vivek Srikumar and Gourab Kundu and Dan Roth}, title = {{On Amortizing Inference Cost for Structured Prediction}}, booktitle = EMNLP, month = {7}, year = {2012}, url = "http://cogcomp.org/papers/SrikumarKuRo12.pdf", } @inproceedings{SamdaniChRo12, author = {Rajhans Samdani and Ming-Wei Chang and Dan Roth}, title = {{Unified Expectation Maximization}}, booktitle = NAACL, month = {6}, year = {2012}, url = "http://cogcomp.org/papers/SamdaniChRo12.pdf", } @inproceedings{DoLuRo12, author = {Quang Do and Wei Lu and Dan Roth}, title = {{Joint Inference for Event Timeline Construction}}, booktitle = EMNLP, year = {2012}, url = "http://cogcomp.org/papers/DoLuRo12.pdf", } @inproceedings{ZhaoDoRo12, author = {Ran Zhao and Quang Do and Dan Roth}, title = {{A Robust Shallow Temporal Reasoning System}}, booktitle = NAACL, month = {6}, year = {2012}, url = "http://cogcomp.org/papers/ZhaoDoRo12.pdf", } @article{DoRo12, author = {Quang Do and Dan Roth}, title = {{Exploiting the Wikipedia Structure in Local and Global Classification of Taxonomic Relations}}, pages = {235-262}, month = {4}, year = {2012}, publisher = {Cambridge University Press}, journal = {Journal of Natural Language Engineering (JNLE)}, volume = {18}, number = {2}, url = "http://cogcomp.org/papers/DoRo12.pdf", comment = {http://journals.cambridge.org/action/displayAbstract?fromPage=online&aid=8511905&fulltextType=RA&fileId=S1351324912000046}, } @inproceedings{TuRo12, author = {Yuancheng Tu and Dan Roth}, title = {{Sorting out the Most Confusing English Phrasal Verbs}}, booktitle = *SEM, year = {2012}, address = {Montreal, Canada}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/TuRoth12.pdf", funding = {DHS}, projects = {LS}, } @incollection{SammonsVyRo12, author = {Mark Sammons and V.G. Vinod Vydiswaran and Dan Roth}, title = {{Recognizing Textual Entailment }}, booktitle = {Multilingual Natural Language Applications: From Theory to Practice}, pages = {209-258}, month = {5}, year = {2012}, publisher = {Prentice Hall}, editor = {Daniel M. Bikel and Imed Zitouni}, url = {}, } %%%%%%%%%%%%%% %%% 2011 %%% %%%%%%%%%%%%%% @thesis{Connor11, author = {Michael Connor}, title = {{Minimal Supervision for Language Learning: Bootstrapping Global Patterns from Local Knowledge}}, booktitle = {UIUC PhD Thesis}, year = {2011}, url = "http://cogcomp.org/papers/Connor11.pdf", } @thesis{Rizzolo11, author = {Nicholas D. Rizzolo}, title = {{Learning Based Programming}}, booktitle = {UIUC PhD Thesis}, year = {2011}, url = "http://cogcomp.org/papers/Rizzolo11.pdf", } @thesis{Pasternack11, author = {Jeffrey William Pasternack}, title = {{Knowing Who to Trust and What to Believe in the Presence of Conflicting Information}}, booktitle = {UIUC PhD Thesis}, year = {2011}, url = "http://cogcomp.org/papers/Pasternack11.pdf", } @thesis{Chang11, author = {Ming-Wei Chang}, title = {{Structured Prediction with Indirect Supervision}}, booktitle = {UIUC PhD Thesis}, year = {2011}, url = "http://cogcomp.org/papers/Chang11.pdf", } @inproceedings{BurgardRo11, author = {Wolfram Burgard and Dan Roth Program Chairs}, title = {{Proceedings of the 25th AAAI Conference on Artificial Intelligence}}, booktitle = AAAI, year = {2011}, editor = {W. Burgard and D. Roth}, url = {}, } @article{MengshoelRoWi11, author = {Ole J. Mengshoel and Dan Roth and David C. Wilkins}, title = {{Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks}}, pages = {103-160}, year = {2011}, journal = {Journal of Automated Reasoning}, volume = {46}, number = {2}, url = "http://cogcomp.org/papers/MengshoelRoWi11.pdf", } @article{MengshoelWiRo11, author = {Ole J. Mengshoel and David C. Wilkins and Dan Roth}, title = {{Initialization and Restart in Stochastic Local Search: Computing a Most Probable Explanation in Bayesian Networks}}, pages = {235-247}, year = {2011}, journal = {IEEE Transactions on Knowledge and Data Engineering}, volume = {23}, number = {2}, url = "http://cogcomp.org/papers/MengshoelWiRo11.pdf", } @inproceedings{JindalRo11, author = {Prateek Jindal and Dan Roth}, title = {{Learning from Negative Examples in Set-Expansion}}, booktitle = ICDM, pages = {1110-1115}, month = {12}, year = {2011}, acceptance = {18\%}, url = "http://cogcomp.org/papers/JindalRo11.pdf", } @inproceedings{ConnorFiRo11b, author = {Michael Connor and Cynthia Fisher and Dan Roth}, title = {{The Origin of Syntactic Bootstrapping: A computational Model}}, booktitle = BUCLD, year = {2011}, url = {}, } @workshop{RatinovRo11, author = {Lev Ratinov and Dan Roth}, title = {{GLOW TAC-KBP 2011 Entity Linking System}}, booktitle = TAC, month = {11}, year = {2011}, publisher = {Text Analysis Conference}, url = "http://cogcomp.org/papers/RatinovRo11.pdf", funding = {MR, ARL }, } @workshop{VydiswaranZhRo11b, author = {V.G. Vinod Vydiswaran and ChengXiang Zhai and Dan Roth}, title = {{Gauging the Internet Doctor: Ranking Medical Claims based on Community Knowledge}}, booktitle = {KDD Workshop on Data Mining for Medicine and HealthCare}, month = {8}, year = {2011}, url = "http://cogcomp.org/papers/VydiswaranZhRo11b.pdf", funding = {MIAS, CCICADA, ARL}, projects = {Trustworthiness}, } @workshop{RSGR11, author = {Alla Rozovskaya and Mark Sammons and Joshua Gioja and Dan Roth}, title = {{University of Illinois System in HOO Text Correction Shared Task}}, booktitle = {Proc. of the European Workshop on Natural Language Generation (ENLG)}, year = {2011}, url = "http://cogcomp.org/papers/RSGR11.pdf", funding = {EDU,MR}, } @workshop{KunduChRo11, author = {Gourab Kundu and Ming-Wei Chang and Dan Roth}, title = {{Prior Knowledge Driven Domain Adaptation}}, booktitle = ICML, month = {7}, year = {2011}, url = "http://cogcomp.org/papers/KunduChRo11(3).pdf", funding = {ARL and DARPA Machine Reading}, } @workshop{KunduRoSa11, author = {Gourab Kundu and Dan Roth and Rajhans Samdani}, title = {{Constrained Conditional Models For Information Fusion}}, booktitle = Fusion, year = {2011}, url = "http://cogcomp.org/papers/SamdaniRothKunduFusion2011.pdf", } @inproceedings{CSRRSR11, author = {Kai-Wei Chang and Rajhans Samdani and Alla Rozovskaya and Nick Rizzolo and Mark Sammons and Dan Roth}, title = {{Inference Protocols for Coreference Resolution}}, booktitle = CoNLL, pages = {40--44}, year = {2011}, address = {Portland, Oregon, USA}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/CSRRSR11.pdf", funding = {MR}, } @workshop{WAAPRGHFLA11, author = {Dong Wang and Tarek Abdelzaher and Hossein Ahmadi and Jeff Pasternack and Dan Roth and Manish Gupta and Jiawei Han and Omid Fatemieh and Hieu Le and Charu Aggarwal}, title = {{On Bayesian Interpretation of Fact-finding in Information Networks}}, booktitle = Fusion, year = {2011}, url = "http://cogcomp.org/papers/WAAPRGHFLA11.pdf", } @workshop{KPAGSAHRSA11, author = {Hieu Khac Le and Jeff Pasternack and Hossein Ahmadi and Manish Gupta and Yizhou Sun and Tarek F. Abdelzaher and Jiawei Han and Dan Roth and Boleslaw K. Szymanski and Sibel Adali}, title = {{Apollo: Towards Factfinding in Participatory Sensing}}, booktitle = IPSN, year = {2011}, url = "http://cogcomp.org/papers/LePa11.pdf", } @inproceedings{SrikumarRo11, author = {Vivek Srikumar and Dan Roth}, title = {{A Joint Model for Extended Semantic Role Labeling}}, booktitle = EMNLP, year = {2011}, address = {Edinburgh, Scotland}, url = "http://cogcomp.org/papers/SrikumarRo11.pdf", } @inproceedings{DoChRo11, author = {Quang Do and Yee Seng Chan and Dan Roth}, title = {{Minimally Supervised Event Causality Identification}}, booktitle = EMNLP, month = {7}, year = {2011}, address = {Edinburgh, Scotland}, url = "http://cogcomp.org/papers/DoChaRo11.pdf", funding = {MR}, } @workshop{TuRo11, author = {Yuancheng Tu and Dan Roth}, title = {{Learning English Light Verb Constructions: Contextual or Statistical}}, booktitle = ACL, year = {2011}, url = "http://cogcomp.org/papers/TuRo11.pdf", funding = {MIAS}, projects = {LS}, } @inproceedings{KunduRo11, author = {Gourab Kundu and Dan Roth}, title = {{Adapting Text Instead of the Model: An Open Domain Approach}}, booktitle = CoNLL, month = {6}, year = {2011}, url = "http://cogcomp.org/papers/KunduRo11.pdf", funding = {Darpa MR and ARL}, } @inproceedings{ChangRo11, author = {Kai-Wei Chang and Dan Roth}, title = {{Selective Block Minimization for Faster Convergence of Limited Memory Large-scale Linear Models}}, booktitle = KDD, year = {2011}, acceptance = {17.5\%}, url = "http://cogcomp.org/papers/ChangRo11(4).pdf", funding = {BL, MR}, } @inproceedings{VydiswaranZhRo11, author = {V.G. Vinod Vydiswaran and ChengXiang Zhai and Dan Roth}, title = {{Content-driven Trust Propagation Framework}}, booktitle = KDD, pages = {974--982}, month = {8}, year = {2011}, acceptance = {17.5\%}, url = "http://cogcomp.org/papers/VydiswaranZhRo11.pdf", funding = {MIAS, CCICADA, ARL}, projects = {Trustworthiness}, } @inproceedings{PasternackRo11b, author = {Jeff Pasternack and Dan Roth}, title = {{Making Better Informed Trust Decisions with Generalized Fact-Finding}}, booktitle = IJCAI, year = {2011}, url = "http://cogcomp.org/papers/PasternackRo11b.pdf", funding = {ARL, DHS}, } @inproceedings{GoldwasserRo11, author = {Dan Goldwasser and Dan Roth}, title = {{Learning from Natural Instructions}}, booktitle = IJCAI, year = {2011}, url = "http://cogcomp.org/papers/GoldwasserRo11(2).pdf", } @inproceedings{ConnorFiRo11, author = {Michael Connor and Cynthia Fisher and Dan Roth}, title = {{Online Latent Structure Training for Language Acquisition}}, booktitle = IJCAI, month = {7}, year = {2011}, url = "http://cogcomp.org/papers/ConnorFiRo11.pdf", funding = {Psych}, projects = {PSYCHO}, comment = {Indirect supervision; language acquisition; BabySRL; psycholinguistically plausible features; }, } @inproceedings{PasternackRo11, author = {Jeff Pasternack and Dan Roth}, title = {{Generalized Fact-Finding}}, booktitle = WWW, year = {2011}, url = "http://cogcomp.org/papers/PasternackRo11.pdf", } @inproceedings{RRDA11, author = {Lev Ratinov and Dan Roth and Doug Downey and Mike Anderson}, title = {{Local and Global Algorithms for Disambiguation to Wikipedia}}, booktitle = ACL, year = {2011}, url = "http://cogcomp.org/papers/RRDA11.pdf", } @inproceedings{ChanRo11, author = {Yee Seng Chan and Dan Roth}, title = {{Exploiting Syntactico-Semantic Structures for Relation Extraction}}, booktitle = ACL, year = {2011}, address = {Portland, Oregon}, url = "http://cogcomp.org/papers/ChanRo11.pdf", funding = {MR}, projects = {NLP, IE}, } @inproceedings{GRCR11, author = {Dan Goldwasser and Roi Reichart and James Clarke and Dan Roth }, title = {{Confidence Driven Unsupervised Semantic Parsing }}, booktitle = ACL, year = {2011}, url = "http://cogcomp.org/papers/main(2).pdf", } @inproceedings{RozovskayaRo11, author = {Alla Rozovskaya and Dan Roth}, title = {{Algorithm Selection and Model Adaptation for ESL Correction Tasks}}, booktitle = ACL, month = {6}, year = {2011}, address = {Portland, Oregon}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/RozovskayaRo11(1).pdf", funding = {EDU}, } %%%%%%%%%%%%%% %%% 2010 %%% %%%%%%%%%%%%%% @article{SmallRo10, author = {Kevin Small and Dan Roth}, title = {{Margin-based Active Learning for Structured Predictions}}, booktitle = IJMLC, pages = {3-25}, year = {2010}, volume = {1}, url = "http://cogcomp.org/papers/SmallRo10.pdf", } @inproceedings{TurianRaBe2010, author = {Joseph Turian and Lev Ratinov and Yoshua Bengio}, title = {{Word representations: A simple and general method for semi-supervised learning}}, booktitle = ACL, year = {2010}, url = "http://cogcomp.org/papers/TurianRaBe2010.pdf", } @inproceedings{PasternackRo10b, author = {Jeff Pasternack and Dan Roth}, title = {{Comprehensive Trust Metrics for Information Networks}}, booktitle = ASC, month = {12}, year = {2010}, address = {Orlando, Florida}, url = "http://cogcomp.org/papers/PasternackRo10b.pdf", } @inproceedings{ChangCoRo10, author = {Ming-Wei Chang and Michael Connor and Dan Roth}, title = {{The Necessity of Combining Adaptation Methods}}, booktitle = EMNLP, month = {10}, year = {2010}, address = {Massachusetts, USA}, url = "http://cogcomp.org/papers/ChangCoRo10.pdf", funding = {DARPA}, projects = {Adaptation}, } @inproceedings{DoRo10, author = {Quang Xuan Do and Dan Roth}, title = {{Relational Constraints based Taxonomic Relation Classification}}, booktitle = EMNLP, pages = {1099-1109}, month = {10}, year = {2010}, address = {Massachusetts, USA}, url = "http://cogcomp.org/papers/DoRo10.pdf", funding = {DARPA}, projects = {Machine Reading}, } @inproceedings{LDWSVR10, author = {Geoffrey Levine and Gerald DeJong and Li-Lun Wang and Rajhans Samdani and Shankar Vembu and Dan Roth}, title = {{Automatic Model Adaptation for Complex Structured Domains}}, booktitle = ECML-PKDD, year = {2010}, url = {}, } @inproceedings{RozovskayaRo10b, author = {Alla Rozovskaya and Dan Roth}, title = {{Generating Confusion Sets for Context-Sensitive Error Correction}}, booktitle = EMNLP, year = {2010}, url = "http://cogcomp.org/papers/RozovskayaRo10b.pdf", funding = {EDU}, } @inproceedings{PasternackRo10, author = {Jeff Pasternack and Dan Roth}, title = {{Knowing What to Believe (when you already know something)}}, booktitle = COLING, month = {8}, year = {2010}, address = {Beijing, China}, url = "http://cogcomp.org/papers/PasternackRo10.pdf", funding = {ARL}, projects = {TRUST, IE, USS}, comment = {Trustworthiness. Truth Finders. Using prior knowledge to both improve the accuracy of trust and belief decisions and permit such decisions to be made subjectively relative to the user}, } @inproceedings{TJRH10, author = {Yuancheng Tu and Nikhil Johri and Dan Roth and Julia Hockenmaier}, title = {{Citation Author Topic Model in Expert Search}}, booktitle = COLING, year = {2010}, url = "http://cogcomp.org/papers/TJRH10(2).pdf", funding = {MIAS}, projects = {search}, comment = {author topic model, expert search, semantic search, information retrieval}, } @inproceedings{ChanRo10, author = {Yee Seng Chan and Dan Roth}, title = {{Exploiting Background Knowledge for Relation Extraction}}, booktitle = COLING, month = {8}, year = {2010}, address = {Beijing, China}, url = "http://cogcomp.org/papers/ChanRo10.pdf", funding = {MR}, projects = {NLP, IE}, comment = {Relation extraction, background knowledge, constraints, information extraction}, } @inproceedings{CGFR10, author = {Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth}, title = {{Starting from Scratch in Semantic Role Labeling}}, booktitle = ACL, month = {7}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/CGFR10.pdf", funding = {Psych}, projects = {PSYCHO}, comment = {Minimal supervision; language acquisition; BabySRL; psycholinguistically plausible features; unsupervised HMM; background knowledge and linguistic constraints}, } @inproceedings{SammonsVyRo10, author = {Mark Sammons and V.G. Vinod Vydiswaran and Dan Roth}, title = {{Ask not what Textual Entailment can do for You...}}, booktitle = ACL, month = {7}, year = {2010}, address = {Uppsala, Sweden}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/SammonsVyRo10.pdf", funding = {DARPA,Boeing, DHS}, projects = {TE}, comment = {Annotation, explanation, Recognizing Textual Entailment, evaluating textual entailment, data ablation}, } @inproceedings{CGCR10, author = {James Clarke and Dan Goldwasser and Ming-Wei Chang and Dan Roth}, title = {{Driving Semantic Parsing from the World's Response}}, booktitle = CoNLL, month = {7}, year = {2010}, url = "http://cogcomp.org/papers/CGCR10.pdf", funding = {BL,MR}, projects = {NLP, SP, COMP, USS}, comment = {Learning semantic parsers without complex logical form annotations. Supervision provided in the form of a binary feedback signal recieved from an external world.}, } @inproceedings{CSGR10, author = {Ming-Wei Chang and Vivek Srikumar and Dan Goldwasser and Dan Roth}, title = {{Structured Output Learning with Indirect Supervision}}, booktitle = ICML, year = {2010}, url = "http://cogcomp.org/papers/CSGR10.pdf", funding = {DARPA,SoD,MIAS,MR}, projects = {CCM,TL}, comment = {indirect supervision, structured learning, joint learning of binary and structured learning tasks}, } @inproceedings{CGRS10, author = {Ming-Wei Chang and Dan Goldwasser and Dan Roth and Vivek Srikumar}, title = {{Discriminative Learning over Constrained Latent Representations}}, booktitle = NAACL, month = {6}, year = {2010}, url = "http://cogcomp.org/papers/CGRS10.pdf", funding = {DARPA,SoD,MIAS,MR}, projects = {CCM,TL}, comment = {learning over latent representation, learning feature representation, intermediate representation, generalized alignment for various NLP tasks}, } @inproceedings{RozovskayaRo10, author = {Alla Rozovskaya and Dan Roth}, title = {{Training Paradigms for Correcting Errors in Grammar and Usage}}, booktitle = NAACL, month = {6}, year = {2010}, url = "http://cogcomp.org/papers/RozovskayaRo10.pdf", funding = {EDU}, projects = {CSTC}, comment = {Text correction; Error Detection and Correction; ESL Error Detection; ESL Proofing Tools; Errors in Article Usage; training classifiers for detecting and correcting mistakes by selectively introducing mistakes into the training data}, } @workshop{RozovskayaRo10a, author = {Alla Rozovskaya and Dan Roth}, title = {{Annotating ESL Errors: Challenges and Rewards}}, booktitle = NAACL, month = {6}, year = {2010}, url = "http://cogcomp.org/papers/RozovskayaRo10a.pdf", funding = {EDU}, projects = {CSTC}, comment = {Text correction; Error Detection and Correction; ESL Error Detection; Annotation of ESL Errors; Annotation Tool; Annotation of Article and Preposition Errors; Learner Corpus; Inter-annotator Agreement; ESL Error Statistics}, } @workshop{PRSCR10, author = {Kim Cuong Pham and Nicholas Rizzolo and Kevin Small and Kevin Chen-Chuan Chang and Dan Roth}, title = {{Object Search: Supporting Structured Queries in Web Search Engines}}, booktitle = {NAACL Workshop on Semantic Search}, month = {6}, year = {2010}, url = "http://cogcomp.org/papers/PRSCR10.pdf", funding = {MIAS, NSF-SoD}, projects = {LBP}, comment = {Searching on the web for objects by their properties without first building a database; uses LBP/LBJ.}, } @workshop{JohriRoTu10, author = {Nikhil Johri and Dan Roth and Yuancheng Tu}, title = {{Experts' Retrieval with Multiword-Enhanced Author Topic Model}}, booktitle = NAACL, year = {2010}, url = "http://cogcomp.org/papers/JohriRoTu10(1).pdf", funding = {MIAS}, projects = {SEARCH}, comment = {author topic model; multiword expression; expert search; information retrieval}, } @inproceedings{TKSR10, author = {Ivan Titov and Alexandre Klementiev and Kevin Small and Dan Roth}, title = {{Unsupervised Aggregation for Classification Problems with Large Numbers of Categories}}, booktitle = AISTATS, month = {5}, year = {2010}, url = "http://cogcomp.org/papers/TKSR10.pdf", funding = {BL, DHS}, comment = {Structured prediction; Unsupervised Learning; Aggregation}, } @inproceedings{RizzoloRo10, author = {Nick Rizzolo and Dan Roth}, title = {{Learning Based Java for Rapid Development of NLP Systems}}, booktitle = LREC, month = {5}, year = {2010}, address = {Valletta, Malta}, url = "http://cogcomp.org/papers/RizzoloRo10.pdf", funding = {NSF-SoD}, projects = {LBP, CCM}, comment = {Learning Based Java: a Modeling language that facilitates development of systems with learning and inference componenets.}, } %%%%%%%%%%%%%% %%% 2009 %%% %%%%%%%%%%%%%% @workshop{TRBR09, author = {Joseph Turian and Lev Ratinov and Yoshua Bengio and Dan Roth}, title = {{A Preliminary Evaluation of Word Representations for Named-Entity Recognition}}, booktitle = {NeurIPS Workshop on Grammar Induction, Representation of Language and Language Learning}, year = {2009}, url = "https://cogcomp.seas.upenn.edu/papers/TRBR09.pdf", } @thesis{Small09, author = {Kevin Small}, title = {{Interactive Learning Protocols for Natural Language Applications}}, booktitle = {UIUC PhD Thesis}, year = {2009}, url = "http://cogcomp.org/papers/Small09.pdf", } @thesis{Klementiev09, author = {Alexandre Klementiev}, title = {{Learning with Incidental Supervision}}, booktitle = {UIUC PhD Thesis}, year = {2009}, url = "http://cogcomp.org/papers/Klementiev09.pdf", } @techreport{DRSTV09, author = {Quang Do and Dan Roth and Mark Sammons and Yuancheng Tu and V.G. Vinod Vydiswaran}, title = {{Robust, Light-weight Approaches to compute Lexical Similarity}}, booktitle = {Computer Science Research and Technical Reports, University of Illinois}, year = {2009}, url = "http://cogcomp.org/papers/DRSTV09.pdf", } @inproceedings{RothTu09, author = {Dan Roth and Yuancheng Tu}, title = {{Aspect Guided Text Categorization with Unobserved Labels}}, booktitle = ICDM, year = {2009}, url = "http://cogcomp.org/papers/RothTu09.pdf", funding = {Honda,MIAS}, projects = {CCM,Honda}, comment = {multiclass classification; Text classification, short text snippet, structure learning, Constrained optimization; constrained conditional models}, } @article{RothSa09, author = {Dan Roth and Rajhans Samdani}, title = {{Learning Multi-Linear Representations}}, pages = {195--209}, year = {2009}, journal = {Machine Learning}, volume = {76}, number = {2}, url = "http://cogcomp.org/papers/RothSa09.pdf", funding = {ONR}, projects = {CCG}, } @inproceedings{PasternackRo09a, author = {Jeff Pasternack and Dan Roth}, title = {{Learning Better Transliterations}}, booktitle = CIKM, month = {11}, year = {2009}, url = "http://cogcomp.org/papers/PasternackRo09a.pdf", funding = {MIAS}, projects = {TL}, comment = {State-of-the-art transliteration with unbounded substring-to-substring productions and capable of both discovery and generation.}, } @inproceedings{RothSaVy09, author = {Dan Roth and Mark Sammons and V.G. Vinod Vydiswaran}, title = {{A Framework for Entailed Relation Recognition}}, booktitle = ACL, month = {8}, year = {2009}, address = {Singapore}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/RothSaVy09.pdf", funding = {Boeing, MIAS}, projects = {TE,SEARCH}, comment = {semantic retrieval, scalable textual entailment, structured query, similarity metrics, exhaustive search, relation recognition, relation extraction}, } @inproceedings{ECGR09, author = {Jacob Eisenstein and James Clarke and Dan Goldwasser and Dan Roth}, title = {{Reading to Learn: Constructing Features from Semantic Abstracts}}, booktitle = EMNLP, year = {2009}, address = {Singapore}, url = "http://cogcomp.org/papers/ECGR09.pdf", funding = {SoD, BL}, projects = {COMP, USS}, comment = {Proposes a novel form of semantic analysis where the goal is to obtain a high-level semantic abstract of documents in a representation that facilitates learning. The abstract is obtained through a generative model that requires no labeled data. The semantic abstract is converted into a transformed feature space for relational learning.}, } @inproceedings{KRST09, author = {Alexandre Klementiev and Dan Roth and Kevin Small and Ivan Titov}, title = {{Unsupervised Rank Aggregation with Domain-Specific Expertise}}, booktitle = IJCAI, month = {7}, year = {2009}, acceptance = {331/1290 (25.7 \%)}, url = "http://cogcomp.org/papers/KRST09.pdf", funding = {ITR-EDU, BL, MIAS}, projects = {USS, RANK}, comment = {Proposes a framework for learning to aggregate votes of rankers with domain specific expertise without supervision. Applies the learning framework to the settings of aggregating full rankings and aggregating top-k lists, demonstrating significant improvements over a domain-agnostic baseline in both cases.}, } @inproceedings{CGFR09, author = {Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth}, title = {{Minimally Supervised Model of Early Language Acquisition}}, booktitle = CoNLL, month = {6}, year = {2009}, url = "http://cogcomp.org/papers/CGFR09.pdf", funding = {Psych}, projects = {PSYCHO}, comment = {Minimal supervision; language acquisition; BabySRL; a semantic role labeling system with simple, psycholinguistically plausible features; trained using background knowledge plus linguistic constraints}, } @inproceedings{RothSm09, author = {Dan Roth and Kevin Small}, title = {{Interactive Feature Space Construction using Semantic Information}}, booktitle = CoNLL, month = {6}, year = {2009}, url = "http://cogcomp.org/papers/RothSm09.pdf", funding = {DARPA}, projects = {AL,NER}, } @inproceedings{RatinovRo09, author = {Lev Ratinov and Dan Roth}, title = {{Design Challenges and Misconceptions in Named Entity Recognition}}, booktitle = CoNLL, month = {6}, year = {2009}, url = "http://cogcomp.org/papers/RatinovRo09.pdf", funding = {MIAS, SoD, Library}, projects = {IE}, comment = {Named entity recognition; information extraction; knowledge resources; word class models; gazetteers; non-local features; global features; inference methods; BIO vs. BIOLU; text chunk representation}, } @inproceedings{CGRT09, author = {Ming-Wei Chang and Dan Goldwasser and Dan Roth and Yuancheng Tu}, title = {{Unsupervised Constraint Driven Learning For Transliteration Discovery}}, booktitle = NAACL, month = {5}, year = {2009}, url = "http://cogcomp.org/papers/CGRT09.pdf", funding = {DARPA,SoD,MIAS}, projects = {CCM,TL}, comment = {Transliteration; Constrained optimization; constrained conditional models, unsupervised learning; named entity discovery; multilingual corpora; bootstrapping, romanization table, feature selection for transliteration; Discriminative training of Objective function; Dynamic Programming}, } @inproceedings{PasternackRo09, author = {Jeff Pasternack and Dan Roth}, title = {{Extracting Article Text from the Web with Maximum Subsequence Segmentation}}, booktitle = WWW, month = {4}, year = {2009}, url = "http://cogcomp.org/papers/PasternackRo09.pdf", projects = {IE}, comment = {A new global optimization technique, maximum subsequence, is used to accurately identify and extract article text from HTML documents in linear time}, } @inproceedings{RothSmTi09, author = {Dan Roth and Kevin Small and Ivan Titov}, title = {{Sequential Learning of Classifiers for Structured Prediction Problems}}, booktitle = AISTATS, pages = {440--447}, month = {4}, year = {2009}, acceptance = {84/210 (40.0 \%)}, url = "http://cogcomp.org/papers/RothSmTi09.pdf", funding = {BL, SoD}, comment = {Structured prediction; Learning algorithm; Pipelines; An alternative both to joint and to independent learning of classifiers}, } @inproceedings{RiedelCl09, author = {Sebastian Riedel and James Clarke}, title = {{Revisiting Optimal Decoding for Machine Translation IBM Model 4}}, booktitle = NAACL, year = {2009}, address = {Boulder, Colorado}, url = "http://cogcomp.org/papers/RiedelCl09.pdf", } @inproceedings{GCTR09, author = {Dan Goldwasser and Ming-Wei Chang and Yuancheng Tu and Dan Roth}, title = {{Constraint Driven Transliteration Discovery}}, booktitle = RANLP, year = {2009}, publisher = {John Benjamins}, editor = {Nicolas Nicolov}, url = "http://cogcomp.org/papers/GCTR09.pdf", funding = {BL,SoD}, projects = {CCG,TL}, comment = {Extending Constrained Conditional Model based transliteration; Combines EMNLP'08 and NAACL'09}, } @article{DDMR09, author = {Ido Dagan and Bill Dolan and Bernardo Magnini and Dan Roth}, title = {{Guest Editors Introduction: Recognizing Textual Entailment: Rational, Evaluation and Approaches}}, pages = {459--476}, year = {2009}, publisher = {Cambridge University Press}, journal = {Journal of Natural Language Engineering}, volume = {15}, url = {}, projects = {TE}, } @inproceedings{SVVJCGSKTSRDR09, author = {Mark Sammons and V.G. Vinod Vydiswaran and Tim Vieira and Nikhil Johri and Ming-Wei Chang and Dan Goldwasser and Vivek Srikumar and Gourab Kundu and Yuancheng Tu and Kevin Small and Joshua Rule and Quang Do and Dan Roth}, title = {{Relation Alignment for Textual Entailment Recognition}}, booktitle = TAC, year = {2009}, url = "http://cogcomp.org/papers/SVVJCGSKTSRDR09(1).pdf", funding = {DARPA,Boeing}, projects = {TE,KRNLP}, comment = {Recognizing Textual Entailment, textual entailment system, alignment, multi-view representation}, } @article{GHJKRRC09, author = {Carol Jean Godby and Patricia Hswe and Larry Jackson and Judith Klavans and Lev Ratinov and Dan Roth and Hyoungtae Cho}, title = {{Who's Who in Your Digital Collection: Developing a Tool for Name Disambiguation and Identity Resolution}}, booktitle = {Journal of the Chicago Colloquium on Digital Humanities and Computer Science (DHCS)}, year = {2009}, url = "http://cogcomp.org/papers/GHJKRRC09.pdf", funding = {DARPA,LIBRARY}, projects = {IR,LBJ}, comment = {Named Entity Recognition (NER) and Wikification; Applications to Digital Libraries}, } %%%%%%%%%%%%%% %%% 2008 %%% %%%%%%%%%%%%%% @thesis{Alm08, author = {Ebba Cecilia Ovesdotter Alm}, title = {{Affect in Text and Speech}}, booktitle = {UIUC PhD Thesis}, year = {2008}, url = "http://cogcomp.org/papers/Alm thesis(1).pdf", } @techreport{PasternackRo08, author = {Jeff Pasternack and Dan Roth}, title = {{The Wikipedia Corpus}}, year = {2008}, journal = {University of Illinois Technical Report}, url = "http://cogcomp.org/papers/PasternackRo08.pdf", } @incollection{KlementievRo08, author = {Alexandre Klementiev and Dan Roth}, title = {{Named Entity Transliteration and Discovery in Multilingual Corpora}}, booktitle = {Learning Machine Translation}, year = {2008}, publisher = {MIT Press}, editor = {Cyril Goutte and Nicola Cancedda and Marc Dymetman and George Foster}, url = "http://cogcomp.org/papers/KlementievRo08.pdf", funding = {KINDLE,REFLEX}, projects = {REFLEX,USS,TL,ADAPT}, } @inproceedings{GoldwasserRo08a, author = {Dan Goldwasser and Dan Roth}, title = {{Transliteration as Constrained Optimization}}, booktitle = EMNLP, month = {10}, year = {2008}, url = "http://cogcomp.org/papers/GoldwasserRo08a.pdf", funding = {DARPA,SoD}, projects = {CCM,TL}, comment = {Transliteration; Constrained optimization; Named entity discovery; bilingual corpora; feature selection for transliteration; Discriminative training of Objective function; Integer Linear Programming;ILP; Hebrew transliteration}, } @inproceedings{BengtsonRo08, author = {Eric Bengtson and Dan Roth}, title = {{Understanding the Value of Features for Coreference Resolution}}, booktitle = EMNLP, month = {10}, year = {2008}, url = "http://cogcomp.org/papers/BengtsonRo08.pdf", funding = {Boeing,SoD}, projects = {COREF,TE}, comment = {The importance of good features for coreference resolution}, } @workshop{KlementievRoSm08a, author = {Alexandre Klementiev and Dan Roth and Kevin Small}, title = {{A Framework for Unsupervised Rank Aggregation}}, booktitle = SIGIR, pages = {32-39}, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/KlementievRoSm08a.pdf", funding = {ITR-EDU, BL, MIAS}, projects = {USS,RANK}, } @workshop{ChangRaRo08, author = {Ming-Wei Chang and Lev Ratinov and Dan Roth}, title = {{Constraints as Prior Knowledge}}, booktitle = ICML, pages = {32-39}, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/ChangRaRo08.pdf", funding = {SoD, LIBRARY, MIAS}, projects = {USS,IE,CCM}, } @techreport{RothSa08, author = {Dan Roth and Mark Sammons}, title = {{A Unified Representation and Inference Paradigm for Natural Language Processing}}, year = {2008}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2008-2969}, url = "http://cogcomp.org/papers/RothSa08.pdf", funding = {Boeing}, projects = {TE}, } @inproceedings{CGFR08, author = {Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth}, title = {{Baby SRL: Modeling Early Language Acquisition}}, booktitle = CoNLL, month = {8}, year = {2008}, url = "http://cogcomp.org/papers/CGFR08.pdf", funding = {Psych}, projects = {PSYCHO}, comment = {Evaluating the psycholinguistics structure-mapping assumption; a semantic role labeling system with simple, psycholinguistically plausible features; language acquisition}, } @article{PunyakanokRoYi08, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih}, title = {{The Importance of Syntactic Parsing and Inference in Semantic Role Labeling}}, year = {2008}, journal = {Computational Linguistics}, volume = {34}, number = {2}, url = "http://cogcomp.org/papers/PunyakanokRoYi07.pdf", funding = {KINDLE,REFLEX,MURI,XPRESSMP}, projects = {IE,LINL,SP,ILP,SRL}, } @article{DayaRoWi08, author = {Ezra Daya and Dan Roth and Shuly Wintner}, title = {{Identifying Semitic Roots: Machine Learning with Linguistic Constraints}}, year = {2008}, journal = {Computational Linguistics}, volume = {34}, number = {3}, url = "http://cogcomp.org/papers/DayaRoWi08.pdf", funding = {CAREER,MURI, REFLEX}, projects = {LnI,SI,NLP}, } @inproceedings{SRSRR08, author = {Vivek Srikumar and Roi Reichart and Mark Sammons and Ari Rappoport and Dan Roth}, title = {{Extraction of Entailed Semantic Relations Through Syntax-based Comma Resolution}}, booktitle = ACL, month = {6}, year = {2008}, address = {Columbus, OH, USA}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/SRSRR08.pdf", funding = {SoD,Boeing}, projects = {TE}, } @inproceedings{GoldwasserRo08, author = {Dan Goldwasser and Dan Roth}, title = {{Active Sample Selection for Named Entity Transliteration}}, booktitle = NAACL, month = {6}, year = {2008}, address = {Columbus, OH, USA}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/GoldwasserRo08.pdf", funding = {Darpa}, projects = {AL,TL}, comment = {Named entity discovery; bilingual corpora; active sampling; data selection; domain adaptation; Russian transliteration; Hebrew transliteration}, } @inproceedings{LRSS08, author = {Benjamin Liebald and Dan Roth and Neelay Shah and Vivek Srikumar}, title = {{Proactive Intrusion Detection}}, booktitle = AAAI, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/LRSS08.pdf", funding = {DARPA,Boeing}, } @inproceedings{CRRS08, author = {Ming-Wei Chang and Lev Ratinov and Dan Roth and Vivek Srikumar}, title = {{Importance of Semantic Representation: Dataless Classification}}, booktitle = AAAI, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/CRRS08.pdf", funding = {SoD,MIAS,Library,Boeing}, projects = {DC}, } @inproceedings{RothSm08, author = {Dan Roth and Kevin Small}, title = {{Active Learning for Pipeline Models}}, booktitle = AAAI, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/RothSm08.pdf", funding = {Darpa, DHS}, projects = {AL,PL,NER}, } @inproceedings{CRRR08, author = {Ming-Wei Chang and Lev Ratinov and Nicholas Rizzolo and Dan Roth}, title = {{Learning and Inference with Constraints}}, booktitle = AAAI, month = {7}, year = {2008}, url = "http://cogcomp.org/papers/CRRR08.pdf", funding = {SoD,MIAS,Library,Boeing}, projects = {CCM,LBP}, } @inproceedings{KlementievRoSm08, author = {Alexandre Klementiev and Dan Roth and Kevin Small}, title = {{Unsupervised Rank Aggregation with Distance-Based Models}}, booktitle = ICML, month = {7}, year = {2008}, acceptance = {158/583 (27\%) (regular papers)}, url = "http://cogcomp.org/papers/KlementievRoSm08.pdf", funding = {ITR-EDU, BL, MIAS}, projects = {USS,RANK}, comment = {We propose a mathematical and algorithmic framework for learning to aggregate (partial) rankings without supervision. We instantiate the framework for the cases of combining permutations and combining top-k lists, and propose a novel metric for the latter.}, } @inproceedings{RahurkarRoHu08, author = {Mandar A. Rahurkar and Dan Roth and Thomas S. Huang}, title = {{Which "Apple" Are You Talking About?}}, booktitle = WWW, pages = {1197-1198}, year = {2008}, url = "http://cogcomp.org/papers/RahurkarRoHu08.pdf", projects = {SEARCH}, } @incollection{BrazAmRo08, author = {Rodrigo de Salvo Braz and Eyal Amir and Dan Roth}, title = {{A Survey of First-Order Probabilistic Models}}, booktitle = {Innovations in Bayesian Networks}, pages = {289--317}, year = {2008}, publisher = {Springer-Verlag}, editor = {D.E. Holmes and L.C. Jain}, url = "http://cogcomp.org/papers/BrazAmRo08.pdf", funding = {ARDA, ITR-BI, SoD}, projects = {FOPI}, comment = {Lifted Probabilistic Inference}, } %%%%%%%%%%%%%% %%% 2007 %%% %%%%%%%%%%%%%% @thesis{Braz07, author = {Rodrigo de Salvo Braz}, title = {{Lifted First-Order Probabilistic Inference}}, booktitle = {UIUC PhD Thesis}, year = {2007}, url = "http://cogcomp.org/papers/Braz07.pdf", } @workshop{RothSa07, author = {Dan Roth and Mark Sammons}, title = {{Semantic and Logical Inference Model for Textual Entailment}}, booktitle = ACL, pages = {107--112}, month = {6}, year = {2007}, address = {Prague, Czech Republic}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/RothSa07.pdf", funding = {Boeing, ARDA, ACQUAINT, Google}, projects = {TE}, comment = {Textual Entailment; Compositional semantics; Search-based inference; Modular framework}, } @inproceedings{ChangRaRo07, author = {Ming-Wei Chang and Lev Ratinov and Dan Roth}, title = {{Guiding Semi-Supervision with Constraint-Driven Learning}}, booktitle = ACL, pages = {280--287}, month = {6}, year = {2007}, address = {Prague, Czech Republic}, publisher = {Association for Computational Linguistics}, url = "http://cogcomp.org/papers/ChangRaRo07.pdf", funding = {SoD,Boeing}, projects = {USS,CCM,IE}, comment = {Semi-supervised learning with very little supervision; Constraints; Constraints Driven Learning; Information Extraction}, } @inproceedings{RizzoloRo07, author = {Nicholas Rizzolo and Dan Roth}, title = {{Modeling Discriminative Global Inference}}, booktitle = ICSC, pages = {597-604}, month = {9}, year = {2007}, address = {Irvine, California}, publisher = {IEEE}, url = "http://cogcomp.org/papers/RizzoloRo07.pdf", funding = {NSF-SoD, LBP}, projects = {LBP,CCM}, comment = {Learning Based Java: a Modeling language that facilitates developing of systems with learning and inference componenets.}, } @inproceedings{ConnorRo07, author = {Michael Connor and Dan Roth}, title = {{Context Sensitive Paraphrasing with a Single Unsupervised Classifier}}, booktitle = ECML, month = {9}, year = {2007}, acceptance = {69/592 (12\%) (regular papers)}, url = "http://cogcomp.org/papers/ConnorRo07.pdf", funding = {ITR-EDU,Psych}, projects = {NLP,LP,TE,USS}, comment = {Trains a single classifier to decided context sensitive paraphrases of verbs. Bootstraps training set through unsupervised training of subtask classifiers and confident example selection.}, } @inproceedings{KlementievRoSm07, author = {Alexandre Klementiev and Dan Roth and Kevin Small}, title = {{An Unsupervised Learning Algorithm for Rank Aggregation}}, booktitle = ECML, month = {9}, year = {2007}, url = "http://cogcomp.org/papers/KlementievRoSm07.pdf", funding = {ITR-EDU, MIAS}, projects = {USS,RANK}, } @article{RothYi07, author = {Dan Roth and Wen-tau Yih}, title = {{Global Inference for Entity and Relation Identification via a Linear Programming Formulation}}, booktitle = {Introduction to Statistical Relational Learning}, year = {2007}, publisher = {MIT Press}, editor = {Lise Getoor and Ben Taskar}, url = "http://cogcomp.org/papers/RothYi07.pdf", funding = {ITR-BI,ARDA,XPRESSMP}, projects = {LT,LINL,ILP,CCM,NER,PL}, comment = {Learning and Inference with Constraints; Integer Linear Programming for Information extraction; Simultaneous recognition of entities and Relations}, } @incollection{BrazAmRo07, author = {Rodrigo de Salvo Braz and Eyal Amir and Dan Roth}, title = {{Lifted First-Order Probabilistic Inference}}, booktitle = {Introduction to Statistical Relational Learning}, year = {2007}, publisher = {MIT Press}, editor = {Lise Getoor and Ben Taskar}, url = "http://cogcomp.org/papers/BrazAmRo07.pdf", funding = {ARDA, ITR-BI, SoD}, projects = {FOPI}, comment = {Relational Inference; Probabilistic Relational (first order) Models; First-order probabilistic inference without propositionalization; Lifted Probabilistic Inference}, } @inproceedings{Har-PeledRoZi07, author = {Sariel Har-Peled and Dan Roth and Dav Zimak}, title = {{Maximum Margin Coresets for Active and Noise Tolerant Learning}}, booktitle = IJCAI, pages = {LT}, year = {2007}, acceptance = {212/1353 (16\%)}, url = "http://cogcomp.org/papers/Har-PeledRoZi07.pdf", funding = {KINDLE,REFLEX,MURI,XPRESSMP}, projects = {IE,LINL,SP,ILP,AL}, comment = {Learning large margin halfspaces using coresets; algorithm and analysis; applications include analysis of large margin active learning and an algorithm for agnostic learning in the presence of outlier noise.}, } @article{ZTLHPRL07, author = {Zhihong Zeng and Jilin Tu and Ming Liu and Thomas S. Huang and Brian Pianfetti and Dan Roth and Stephen Levinson}, title = {{Audio-Visual Affect Recognition}}, pages = {424-428}, year = {2007}, journal = {IEEE Transactions on Multimedia}, volume = {9}, number = {2}, url = "http://cogcomp.org/papers/ZTLHPRL07.pdf", funding = {ITR-BI}, } %%%%%%%%%%%%%% %%% 2006 %%% %%%%%%%%%%%%%% @thesis{Zimak06, author = {Dav Arthur Zimak}, title = {{Algorithms and Analysis for Multi-Category Classification}}, booktitle = {UIUC PhD Thesis}, year = {2006}, url = "http://cogcomp.org/papers/Zimak06.pdf", } @inproceedings{ChangDoRo06, author = {Ming-Wei Chang and Quang Do and Dan Roth}, title = {{Multilingual Dependency Parsing: A Pipeline Approach}}, booktitle = RANLP, pages = {55--78}, month = {7}, year = {2006}, editor = {Nicolas Nicolov and Kalina Bontcheva and Galia Angelova and Ruslan Mitkov}, url = "http://cogcomp.org/papers/ChangDoRo06b.pdf", funding = {ARDA,REFLEX,SoD}, projects = {DP,PL}, comment = {Analysis of A pipeline model with applications to dependency parsing. Combines ACL'06 and CoNLL'06}, } @inproceedings{RothSm06a, author = {Dan Roth and Kevin Small}, title = {{Margin-based Active Learning for Structured Output Spaces}}, booktitle = ECML, month = {9}, year = {2006}, publisher = {Springer}, url = "http://cogcomp.org/papers/RothSm06a.pdf", funding = {MOTOROLA,ITR-EDU}, projects = {AL,SRL}, comment = {Active Learning; Structured Output}, } @workshop{BrazAmRo06a, author = {Rodrigo de Salvo Braz and Eyal Amir and Dan Roth}, title = {{MPE and Partial Inversion in Lifted Probabilistic Variable Elimination}}, booktitle = AAAI, month = {7}, year = {2006}, url = "http://cogcomp.org/papers/BrazAmRo06a.pdf", funding = {ARDA,ITR-BI}, projects = {FOPI}, comment = {Relational Inference; Probabilistic Relational (first order) Models; First-order probabilistic inference without propositionalization; Lifted Probabilistic Inference}, } @inproceedings{KlementievRo06a, author = {Alexandre Klementiev and Dan Roth}, title = {{Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora}}, booktitle = ACL, pages = {USS,TL,ADAPT}, month = {7}, year = {2006}, url = "http://cogcomp.org/papers/KlementievRo06a.pdf", funding = {KINDLE,REFLEX}, projects = {REFLEX,USS,TL,ADAPT}, comment = {Multilingual named entities; multilingual search; multilingual named entities discovery and recognition; discriminatory transliteration model; Fourier Transform for temporal sequence similarity}, } @inproceedings{ChangDoRo06a, author = {Ming-Wei Chang and Quang Do and Dan Roth}, title = {{Local Search for Bottom-Up Dependency Parsing}}, booktitle = ACL, month = {7}, year = {2006}, url = "http://cogcomp.org/papers/ChangDoRo06a.pdf", funding = {ARDA,REFLEX}, projects = {DP}, comment = {Analysis of A pipeline model with applications to dependency parsing}, } @inproceedings{ChangDoRo06, author = {Ming-Wei Chang and Quang Do and Dan Roth}, title = {{A Pipeline Model for Bottom-Up Dependency Parsing Shared Task Paper}}, booktitle = CoNLL, pages = {186--190}, month = {6}, year = {2006}, url = "http://cogcomp.org/papers/ChangDoRo06.pdf", funding = {KINDLE,REFLEX}, projects = {DP,PL}, comment = {Multilingual Dependency Parsing; a shift reduced parsing model; study of shift reduced parsing as a pipeline model}, } @workshop{BrazAmRo06, author = {Rodrigo de Salvo Braz and Eyal Amir and Dan Roth}, title = {{MPE and Partial Inversion in Lifted Probabilistic Variable Elimination}}, booktitle = ICML, month = {6}, year = {2006}, url = "http://cogcomp.org/papers/BrazAmRo06.pdf", funding = {ARDA}, projects = {FOPI}, comment = {Earlier Version of a AAAI'06 paper.}, } @workshop{RothSm06, author = {Dan Roth and Kevin Small}, title = {{Active Learning with Perceptron for Structured Output}}, booktitle = ICML, month = {6}, year = {2006}, url = "http://cogcomp.org/papers/RothSm06.pdf", funding = {MOTOROLA,ITR-EDU}, projects = {AL}, comment = {Earlier Version of an ECML'06 paper}, } @inproceedings{KlementievRo06, author = {Alexandre Klementiev and Dan Roth}, title = {{Named Entity Transliteration and Discovery from Multilingual Comparable Corpora}}, booktitle = NAACL, pages = {82--88}, month = {6}, year = {2006}, url = "http://cogcomp.org/papers/KlementievRo06.pdf", funding = {KINDLE,REFLEX}, projects = {REFLEX,TL,USS,ADAPT}, comment = {Multilingual named entities; multilingual search; multilingual named entities discovery and recognition; discriminatory transliteration model; Fourier Transform for temporal sequence similarity}, } @incollection{BGPRS06, author = {Rodrigo de Salvo Braz and Roxana Girju and Vasin Punyakanok and Dan Roth and Mark Sammons}, title = {{An Inference Model for Semantic Entailment in Natural Language}}, pages = {261--286}, year = {2006}, publisher = {Springer}, editor = {J. Quinonero Candela and I. Dagan and B. Magnini and F. d'Alche-Buc}, journal = {Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual Object Classification and Recognizing Textual Entailment, First PASCAL Machine Learning Challenges Workshop, Revised Selected Papers}, volume = {3944}, url = "http://cogcomp.org/papers/BGPRS06.pdf", funding = {ARDA,ITR-BI,TRECC,CLUSTER,XPRESSMP}, projects = {KINDLE,TE,KRNLP}, comment = {Revised version of PASCAL RTE Challenge. Textual Entailment, integrating NLP text analyis, shallow semantic inference}, } @techreport{Har-PeledRoZi06a, author = {Sariel Har-Peled and Dan Roth and Dav Zimak}, title = {{Maximum Margin Coresets for Active and Noise Tolerant Learning}}, year = {2006}, institution = {UIUC Computer Science Department}, number = {No. UIUCDCS-R-2006-2784}, url = {}, funding = {ITR-BI,ITR-MIT}, projects = {AL}, invisible = {true}, } @techreport{DoanLiRo06, author = {AnHai Doan and Xin Li and Dan Roth}, title = {{MEDIATE: Learning to match entity mentions across text and data bases}}, year = {2006}, institution = {UIUC Computer Science Department}, number = {No. UIUCDCS-R-2006-2692}, url = "http://cogcomp.org/papers/DoanLiRo06.pdf", funding = {MURI,ITR-BI}, projects = {MIRROR,COREF,NER}, comment = {UIUC Tech Report UIUCDCS-R-2006-2692. Semantic Integration; Entity Uncertainty; Automatic matching of entity mentions across text and databases.}, invisible = {true}, } @article{MengshoelRoWi06, author = {Ole J. Mengshoel and Dan Roth and David C. Wilkins}, title = {{Controlled Generation of Hard and Easy Bayesian Networks: Impact on Maximal Clique Size in Tree Clustering}}, year = {2006}, journal = {Artificial Intelligence}, url = "http://cogcomp.org/papers/MengshoelWiRo06.pdf", } %%%%%%%%%%%%%% %%% 2005 %%% %%%%%%%%%%%%%% @thesis{Yih05, author = {Wen-tau Yih}, title = {{Learning and Inference for Information Extraction}}, booktitle = {UIUC PhD thesis}, year = {2005}, url = "http://cogcomp.org/papers/Yih05.pdf", } @inproceedings{RothYi05, author = {Dan Roth and Wen-tau Yih}, title = {{Integer Linear Programming Inference for Conditional Random Fields}}, booktitle = ICML, pages = {737--744}, year = {2005}, acceptance = {143/491 (29\%)}, url = "http://cogcomp.org/papers/RothYi05.pdf", funding = {MURI,ITR-BI,ITR-MIT,ARDA,XPRESSMP}, projects = {LT,LINL,ILP,CCM}, comment = {Extending Conditional Random Fields with expressive, non-sequential, constraints. Comparing multiple joint inference training paradigms for structure learning in the context of SRL.}, } @inproceedings{PunyakanokRoYi05, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih}, title = {{The Necessity of Syntactic Parsing for Semantic Role Labeling}}, booktitle = IJCAI, pages = {1117--1123}, year = {2005}, acceptance = {240/1329 (18\%)}, url = "http://cogcomp.org/papers/PunyakanokRoYi05.pdf", funding = {KINDLE,REFLEX,MURI,XPRESSMP}, projects = {IE,LINL,SP,ILP,SRL}, comment = {An Analysis of the impact of syntactic parsing on semantic role labeling. Joint inference is used both to guarantee coherent SRL output and to combine several SRL systems.}, } @inproceedings{PRYZ05, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih and Dav Zimak}, title = {{Learning and Inference over Constrained Output}}, booktitle = IJCAI, pages = {1124--1129}, year = {2005}, acceptance = {240/1329 (18\%)}, url = "http://cogcomp.org/papers/PRYZ05.pdf", funding = {KINDLE,REFLEX,MURI,XPRESSMP,ITR-BI}, projects = {LT,CCM}, comment = {Structure Learning; Joint Inference; Learning + Inference vs. Inference based Training Algorithms}, } @inproceedings{BrazAmRo05, author = {Rodrigo de Salvo Braz and Eyal Amir and Dan Roth}, title = {{Lifted First-Order Probabilistic Inference}}, booktitle = IJCAI, pages = {1319--1125}, year = {2005}, acceptance = {240/1329 (18\%)}, url = "http://cogcomp.org/papers/BrazAmRo05.pdf", funding = {ITR-BI, CAREER}, comment = {Relational Inference; Probabilistic Relational (first order) Models; First-order probabilistic inference without propositionalization}, } @inproceedings{BGPRS05, author = {Rodrigo de Salvo Braz and Roxana Girju and Vasin Punyakanok and Dan Roth and Mark Sammons}, title = {{An Inference Model for Semantic Entailment in Natural Language}}, booktitle = AAAI, pages = {1678--1679}, year = {2005}, acceptance = {223/803 (28\%)}, url = "http://cogcomp.org/papers/BGPRS05.pdf", funding = {ARDA,ITR-BI,TRECC,CLUSTER,XPRESSMP}, projects = {KINDLE,TE,KRNLP}, comment = {Textual Entailment; Mapping sentences to a description logic based representation, Pascal Entailment Task}, } @workshop{BGPRS05a, author = {Rodrigo de Salvo Braz and Roxana Girju and Vasin Punyakanok and Dan Roth and Mark Sammons}, title = {{Knowledge Representation for Semantic Entailment and Question-Answering}}, booktitle = IJCAI, year = {2005}, url = "http://cogcomp.org/papers/BGPRS05a.pdf", funding = {ARDA,ITR-BI,TRECC,CLUSTER,XPRESSMP,TE}, projects = {KINDLE}, comment = {Analysis of our Textual Entailment system}, } @inproceedings{BGPRS05b, author = {Rodrigo de Salvo Braz and Roxana Girju and Vasin Punyakanok and Dan Roth and Mark Sammons}, title = {{An Inference Model for Semantic Entailment in Natural Language}}, booktitle = IJCAI, year = {2005}, acceptance = {112/450 (25\%)}, url = "http://cogcomp.org/papers/BGPRS05b.pdf", funding = {ARDA,ITR-BI,TRECC,CLUSTER,XPRESSMP}, projects = {KINDLE,TE}, comment = {Textual Entailment; Mapping sentences to a description logic based representation}, } @inproceedings{AlmRoSp05, author = {Cecilia Ovesdotter Alm and Dan Roth and Richard Sproat}, title = {{Emotions from Text: Machine Learning for Text-Based Emotion Prediction}}, booktitle = EMNLP, year = {2005}, url = "http://cogcomp.org/papers/AlmRoSp05.pdf", funding = {ITR-EDU}, } @inproceedings{AgarwalRo05, author = {Shivani Agarwal and Dan Roth}, title = {{Learnability of Bipartite Ranking Functions}}, booktitle = COLT, pages = {16--31}, year = {2005}, acceptance = {45/119 (37.8\%)}, url = "http://cogcomp.org/papers/Agarwalro05.pdf", funding = {ITR-BI,ITR-MIT,TRECC}, projects = {LT,RANK}, } @inproceedings{AgarwalHaRo05, author = {Shivani Agarwal and Sariel Har-Peled and Dan Roth}, title = {{A Uniform Convergence Bound for the Area Under the ROC Curve}}, booktitle = AISTATS, pages = {1-8}, year = {2005}, acceptance = {51/150 (34\%)}, url = "http://cogcomp.org/papers/AgarwalHaRo05.pdf", funding = {ITR-BI,ITR-MIT,TRECC}, projects = {LT,RANK}, comment = {Bipartite Ranking: uniform convergence properties of the AUC in terms of bipartite rank-shatter coefficients.}, } @inproceedings{AGHR05, author = {Shivani Agarwal and Thore Graepel and Ralf Herbrich and Dan Roth}, title = {{A Large Deviation Bound for the Area Under the ROC Curve}}, booktitle = NeurIPS, pages = {9--16}, year = {2005}, acceptance = {207/823 (25\%)}, url = "http://cogcomp.org/papers/AgarwalGrHeRo05.pdf", funding = {ITR-BI,ITR-MIT,TRECC}, projects = {LT,RANK}, comment = {Bipartite Ranking: bounding the expected accuracy of a ranking function in terms of its empirical AUC.}, } @article{AGHHR05, author = {Shivani Agarwal and Thore Graepel and Ralf Herbrich and Sariel Har-Peled and Dan Roth}, title = {{Generalization Bounds for the Area Under the ROC Curve}}, pages = {393--425}, year = {2005}, journal = {Journal of Machine Learning Research}, volume = {6}, url = "http://cogcomp.org/papers/AgarwalGrHeHaRo05.pdf", funding = {ITR-BI,ITR-MIT,TRECC}, projects = {LT,RANK}, } @article{KhardonRoSe05, author = {Roni Khardon and Dan Roth and Rocco A. Servedio}, title = {{Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms}}, pages = {341-356}, year = {2005}, journal = {Journal of Machine Learning Research}, volume = {24}, url = "http://cogcomp.org/papers/KhardonRoSe05.pdf", funding = {ITR-MIT NSF98 CAREER}, projects = {KR,LT}, } @article{FungRo05, author = {Pascale Fung and Dan Roth}, title = {{Guest Editors Introduction: Machine Learning in Speech and Language Technologies}}, pages = {1-6}, year = {2005}, journal = {Machine Learning}, volume = {60}, number = {1/2/3}, url = "http://cogcomp.org/papers/FungRo05.pdf", funding = {ITR-BI,CAREER,MURI}, projects = {LNL,LT}, } @article{Roth05, author = {Dan Roth}, title = {{Learning Based Programming}}, year = {2005}, publisher = {Springer-Verlag}, editor = {L.C. Jain and D. Holmes}, journal = {Innovations in Machine Learning: Theory and Applications}, url = "http://cogcomp.org/papers/Roth05.pdf", funding = {ITR-BI,MURI,TRECC}, projects = {LBP}, comment = {Suggests a paradigm and a programming language for the programming of learning intensive computer systems. Springer: http://dx.doi.org/10.1007/3-540-33486-6_3}, } @workshop{GirjuRoSa05, author = {Roxana Girju and Dan Roth and Mark Sammons}, title = {{Token-level Disambiguation of VerbNet classes}}, booktitle = VW, year = {2005}, url = "http://cogcomp.org/papers/GirjuRoSa05.pdf", funding = {KINDLE,TRECC}, projects = {SM}, comment = {Context Sensitive Identification of VerbNet Classes; Levin Classes.}, } @article{LiMoRo05, author = {Xin Li and Paul Morie and Dan Roth}, title = {{Semantic Integration in Text: From Ambiguous Names to Identifiable Entities}}, pages = {45--68}, year = {2005}, journal = {AI Magazine. Special Issue on Semantic Integration}, url = "http://cogcomp.org/papers/LiMoRo05.pdf", funding = {MURI,TRECC,CLUSTER}, projects = {MIRROR,COREF,NER}, comment = {Named Entity Recognition; coreference resolution; entity identification; matching Entities Mentions within and across documents.}, } @inproceedings{ShenLiDo05, author = {Warren Shen and Xin Li and AnHai Doan}, title = {{Constraint-Based Entity Matching}}, booktitle = AAAI, year = {2005}, acceptance = {223/803 (28\%)}, url = "http://cogcomp.org/papers/ShenLiDn05.pdf", funding = {MURI,ITR-MIT}, projects = {MIRROR,NER,COREF}, comment = {Entity Identification, Generative Model, Record Linkage, Constraint, Relaxation Labeling}, } @inproceedings{LiRo05, author = {Xin Li and Dan Roth}, title = {{Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification}}, booktitle = CoNLL, pages = {64--71}, year = {2005}, publisher = {Association for Computational Linguistics}, editor = {Ido Dagan and Dan Gildea}, acceptance = {19/70 (27\%)}, url = "http://cogcomp.org/papers/LiRo05.pdf", funding = {ITR-BI,MURI,TRECC}, projects = {MIRROR,NER}, comment = {Clustering; metric learning; training metrics; entity identification}, } @inproceedings{KPRY05, author = {Peter Koomen and Vasin Punyakanok and Dan Roth and Wen-tau Yih}, title = {{Generalized Inference with Multiple Semantic Role Labeling Systems Shared Task Paper}}, booktitle = CoNLL, pages = {181-184}, year = {2005}, editor = {Ido Dagan and Dan Gildea}, url = "http://cogcomp.org/papers/PunyakanokRoYi05a.pdf", funding = {MURI,KINDLE,CLUSTER,XPRESSMP}, projects = {SM,KINDLE,SRL}, comment = {Semantic Parsing; joint inference; integer linear programming; combining SRL systems via joint inference; Top system in CoNLL shared task}, } @article{LiRo05a, author = {Xin Li and Dan Roth}, title = {{Learning Question Classifiers: The Role of Semantic Information}}, year = {2005}, journal = {Journal of Natural Language Engineering}, volume = {11}, number = {4}, url = "http://cogcomp.org/papers/LiRo05a.pdf", funding = {MURI,ITR-MIT}, projects = {QA,MCR,TE}, comment = {Question Classification; Hierarchical classifiers; Sequential Model; Expressive Feature generation with semantic information.}, } @techreport{PunyakanokRo05, author = {Vasin Punyakanok and Dan Roth}, title = {{Inference with Classifiers: The Phrase Identification Problem}}, year = {2005}, journal = {UIUC Technical Report}, url = "http://cogcomp.org/papers/Punyakanok-05.pdf", funding = {CAREER,ITR-MIT,NSF98,KINDLE}, projects = {LnI,IE,NE,CCM}, comment = {Shallow Parsing; Chunking; HMMs, Conditional Models and Constraint Satisfaction Models. Top results on phrase chunking}, } @inproceedings{ZDCR05, author = {Brian D. Ziebart and Dan Roth and Roy H. Campbell and Anind K. Dey}, title = {{Learning Automation Policies for Pervasive Computing Environments}}, booktitle = ICAC, pages = {204-215}, year = {2005}, acceptance = {64/150 (43\%)}, url = "http://cogcomp.org/papers/ZDRC05.pdf", funding = {ITR-BI}, projects = {LBP}, } @inproceedings{LiRo05b, author = {Xin Li and Dan Roth}, title = {{Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification}}, booktitle = MCLC, month = {5}, year = {2005}, url = {}, funding = {MURI,TRECC}, projects = {LT,NER}, comment = {Supervised Learning, Clustering, Metric Learning}, invisible = {true}, } %%%%%%%%%%%%%% %%% 2004 %%% %%%%%%%%%%%%%% @inproceedings{LiMoRo04, author = {Xin Li and Paul Morie and Dan Roth}, title = {{Identification and Tracing of Ambiguous Names: Discriminative and Generative Approaches}}, booktitle = AAAI, pages = {419--424}, year = {2004}, acceptance = {120/453 (26.5\%)}, url = "http://cogcomp.org/papers/LiMoRo04.pdf", funding = {MURI,TRECC,CLUSTER}, projects = {MIRROR,COREF,NER}, comment = {Comparing discriminatory and generative models for entity identification; named entity recognition; coreference resolution; matching entities mentions within and across documents; distance metrics for named entities}, } @inproceedings{LiMoRo04a, author = {Xin Li and Paul Morie and Dan Roth}, title = {{Robust Reading: Identification and Tracing of Ambiguous Names}}, booktitle = NAACL, pages = {17--24}, year = {2004}, url = "http://cogcomp.org/papers/LiMoRo04a.pdf", funding = {MURI,TRECC,CLUSTER}, projects = {MIRROR,NER,COREF}, comment = {A generative model for entity identification; Named Entity Recognition; coreference resolution; matching entities mentions within and across documents}, } @inproceedings{DayaRoWi04, author = {Ezra Daya and Dan Roth and Shuly Wintner}, title = {{Learning Hebrew Roots: Machine Learning with Linguistic Constraints}}, booktitle = EMNLP, pages = {168--178}, month = {7}, year = {2004}, url = "http://cogcomp.org/papers/DayaRoWi04.pdf", funding = {CAREER,MURI, REFLEX}, projects = {LnI,SI,NLP}, comment = {Inference with Classifiers; Learning and Inference with Constraints; Hebrew Morphology}, } @inproceedings{RothYi04, author = {Dan Roth and Wen-tau Yih}, title = {{A Linear Programming Formulation for Global Inference in Natural Language Tasks}}, booktitle = CoNLL, pages = {1--8}, year = {2004}, publisher = {Association for Computational Linguistics}, editor = {Hwee Tou Ng and Ellen Riloff}, acceptance = {11/23 (48\%)}, url = "http://cogcomp.org/papers/RothYi04.pdf", funding = {ITR-BI,MURI,XPRESSMP}, projects = {IE,LnI,CCM,NER,PL}, comment = {Simultaneous recognition of Named Entities and Relations between them. Learning and Inference via an Integer Linear Programming framework; Structure Learning; Avoiding Pipeline Processing}, } @inproceedings{PRYZ04, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih and Dav Zimak}, title = {{Semantic Role Labeling via Integer Linear Programming Inference}}, booktitle = COLING, pages = {1346--1352}, month = {8}, year = {2004}, address = {Geneva, Switzerland}, url = "http://cogcomp.org/papers/PRYZ04.pdf", funding = {ITR-BI,MURI,KINDLE,XPRESSMP}, projects = {SP,LnI,CCM,SRL}, comment = {Semantic Parsing; Structure Learning with Expressive Constraints; Constraint Optimization; Integer Linear Programming}, } @inproceedings{PRYZT04, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih and Dav Zimak and Yuancheng Tu}, title = {{Semantic Role Labeling Via Generalized Inference Over Classifiers Shared Task Paper}}, booktitle = CoNLL, pages = {130--133}, year = {2004}, editor = {Hwee Tou Ng and Ellen Riloff}, url = "http://cogcomp.org/papers/PRYZT04.pdf", funding = {CAREER,MURI,CAREER,KINDLE,CLUSTER,XPRESSMP}, projects = {SM,SRL,CCM}, comment = {Semantic Parsing; Structure Learning with Expressive Constraints; Constraint Optimization; Integer Linear Programming}, } @inproceedings{ZTLZRZHRL04, author = {Zhihong Zeng and Jilin Tu and Ming Liu and Tong Zhang and Nicholas Rizzolo and Zhenqiu Zhang and Thomas S. Huang and Dan Roth and Stephen Levinson}, title = {{Bimodal HCI-related Affect Recognition}}, booktitle = ICMI, pages = {137--143}, month = {10}, year = {2004}, acceptance = {56/257 (28\%)}, url = "http://cogcomp.org/papers/ZTKZRZHRL04.pdf", funding = {TRECC,ITR-BI}, } @inproceedings{LiRoSm04, author = {Xin Li and Dan Roth and Kevin Small}, title = {{The Role of Semantic Information in Learning Question Classifiers}}, booktitle = IJCNLP, year = {2004}, acceptance = {67/211 (32\%)}, url = "http://cogcomp.org/papers/LiRoSm04.pdf", funding = {MURI,ITR-MIT}, projects = {QA,MCR,TE}, comment = {Question Classification; Hierarchical classifiers; Sequential Model; Expressive Feature Generation with semantic information.}, } @article{AgarwalAwRo04, author = {Shivani Agarwal and Aatif Awan and Dan Roth}, title = {{Learning to Detect Objects in Images via a Sparse, Part-Based Representation}}, pages = {1475--1490}, year = {2004}, journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {20}, number = {11}, url = "http://cogcomp.org/papers/AgarwalAwRo04.pdf", funding = {CAREER,ITR-MIT}, projects = {LV,KR}, } @inproceedings{YihChKi04, author = {Wen-tau Yih and Po-hao Chang and Wooyoung Kim}, title = {{Mining Online Deal Forums for Hot Deals}}, booktitle = WI, pages = {384--390}, year = {2004}, publisher = {IEEE Computer Society}, url = "http://scottyih.org/YihChKi-wi04.pdf", funding = {ITR-BI,MURI}, projects = {IIA}, comment = {Applying topic and sentiment text classification to online web forums}, } @unpublished{RothYi04a, author = {Dan Roth and Wen-tau Yih}, title = {{A Linear Programming Formulation for Global Inference in Natural Language Tasks}}, booktitle = AIM, pages = {1--8}, year = {2004}, url = "http://cogcomp.org/papers/RothYi04a.pdf", funding = {ITR-BI,MURI,CLUSTER,XPRESSMP}, projects = {IE,LnI,CCM}, comment = {An early version of the CoNLL paper}, invisible = {true}, } @article{PunyakanokRoYi04a, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih}, title = {{Mapping Dependencies Trees: An Application to Question Answering}}, booktitle = AIM, month = {1}, year = {2004}, acceptance = {30-64 (47\%)}, url = "http://cogcomp.org/papers/PunyakanokRoYi04a.pdf", funding = {MURI,KINDLE}, projects = {QA,KINDLE,TE}, } @inproceedings{LiRo04b, author = {Xin Li and Dan Roth}, title = {{Supervised Discriminative Clustering}}, booktitle = {NeurIPS Workshop on Learning Structured Output}, year = {2004}, url = {}, funding = {MURI,TRECC}, projects = {LT}, comment = {Supervised Learning, Clustering, Metric Learning}, invisible = {true}, } @inproceedings{PRYZ04a, author = {Vasin Punyakanok and Dan Roth and Wen-tau Yih and Dav Zimak}, title = {{Learning via Inference over Structurally Constrained Output}}, booktitle = {NeurIPS Workshop on Learning Structured Output}, year = {2004}, url = "http://cogcomp.org/papers/PRYZ04a.pdf", funding = {ITR-BI,ITR-MIT,MURI,KINDLE,XPRESSMP}, projects = {LT,CCM}, comment = {Learning + Inference vs. Inference based Training Algorithms}, invisible = {true}, } @techreport{BrazRo04, author = {Rodrigo de Salvo Braz and Dan Roth}, title = {{Functional Subsumption in Feature Description Logic}}, year = {2004}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2004-2423}, url = {}, funding = {ITR-BI,CAREER}, projects = {KINDLE,KR}, invisible = {true}, } @techreport{HannekeRo04, author = {Steve Hanneke and Dan Roth}, title = {{Iterative Labeling for Semi-Supervised Learning}}, month = {6}, year = {2004}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2004-2442}, url = "http://cogcomp.org/papers/HannekeRo04.pdf", funding = {ITR-MIT,MURI,TRECC,CLUSTER}, projects = {LP,USS}, invisible = {true}, } @techreport{BrazRoAm04, author = {Rodrigo de Salvo Braz and Dan Roth and Eyal Amir}, title = {{First-order probabilistic inference revisited}}, month = {6}, year = {2004}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2004-2443}, url = {}, funding = {ITR-BI}, projects = {KR,FOPI}, comment = {First order Probabilistic Inference without grounding.}, invisible = {true}, } %%%%%%%%%%%%%% %%% 2003 %%% %%%%%%%%%%%%%% @inproceedings{HinrichsRo03, author = {Erhard W. Hinrichs and Dan Roth Program Chairs}, title = {{Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics}}, year = {2003}, editor = {E. Hinrichs and D. Roth}, url = {}, } @inproceedings{Har-PeledRoZi03, author = {Sariel Har-Peled and Dan Roth and Dav Zimak}, title = {{Constraint Classification for Multiclass Classification and Ranking}}, booktitle = NeurIPS, pages = {785--792}, year = {2003}, acceptance = {207/694 (30\%)}, url = "http://cogcomp.org/papers/nips02.pdf", funding = {ITR-MIT ITR-BI CAREER}, projects = {CCR,LT,MC}, } @inproceedings{CumbyRo03, author = {Chad M. Cumby and Dan Roth}, title = {{On Kernel Methods for Relational Learning}}, booktitle = ICML, pages = {107--114}, year = {2003}, acceptance = {118-371 (32\%)}, url = "http://cogcomp.org/papers/CumbyRo03.pdf", funding = {NSF98,ITR-BI,CAREER}, projects = {LT,KR}, comment = {Parameterized kernels over structures. Relational Kernels. Advantages and disadvantages of graph kernels.}, } @inproceedings{GargRo03, author = {Ashutosh Garg and Dan Roth}, title = {{Margin Distribution and Learning Algorithms}}, booktitle = ICML, pages = {210--217}, year = {2003}, acceptance = {118/371 (32\%)}, url = "http://cogcomp.org/papers/GargRo03.pdf", funding = {ITR-BI,ITR-MIT,CAREER}, projects = {LT,LCC}, comment = {Linear classifiers that optimize the margin distribution}, } @inproceedings{LiRoTu03, author = {Xin Li and Dan Roth and Yuancheng Tu}, title = {{Phrasenet: towards context sensitive lexical semantics}}, booktitle = CoNLL, year = {2003}, url = "http://cogcomp.org/papers/LiRoTu.pdf", funding = {MURI,ITR-BI}, projects = {NLP, PHRASENET,LS}, comment = {Extending WordNet to taxonomy over phrases}, } @workshop{CumbyRo03a, author = {Chad M. Cumby and Dan Roth}, title = {{Feature Extraction Languages for Propositionalized Relational Learning}}, booktitle = IJCAI, year = {2003}, acceptance = {33/40 (83\%)}, url = "http://cogcomp.org/papers/CumbyRo03a.pdf", funding = {NSF98,ITR-BI,CAREER}, projects = {LT,KR,KINDLE}, } @workshop{BrazRo03, author = {Rodrigo de Salvo Braz and Dan Roth}, title = {{Functional subsumption in Description Logics}}, booktitle = {NeurIPS Workshop on Feature Extraction and Selection}, year = {2003}, url = {}, funding = {ITR-BI,CAREER}, projects = {KR,KINDLE}, comment = {Relational Feature Extraction; Feature Description Logic}, } @techreport{LiMoRo03, author = {Xin Li and Paul Morie and Dan Roth}, title = {{Robust Reading of Ambiguous Writing}}, month = {8}, year = {2003}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2003-2371}, url = "http://cogcomp.org/papers/LiMoRo03.pdf", funding = {MURI,ITR-BI}, projects = {MIRROR,COREF,NER}, invisible = {true}, } @techreport{CumbyRo03c, author = {Chad M. Cumby and Dan Roth}, title = {{Kernel Methods for Relational Learning}}, month = {5}, year = {2003}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2003-2345}, url = "http://cogcomp.org/papers/CumbyRo03c.pdf", funding = {NSF98,ITR-BI,CAREER}, projects = {LT,KR}, invisible = {true}, } @techreport{CumbyRo03b, author = {Chad M. Cumby and Dan Roth}, title = {{Feature Extraction Languages for Propositionalized Relational Learning}}, month = {5}, year = {2003}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2003-2346}, url = "http://cogcomp.org/papers/CumbyRo03b.pdf", funding = {NSF98,ITR-BI,CAREER}, projects = {LT,KR}, invisible = {true}, } @techreport{AgarwalRo03, author = {Shivani Agarwal and Dan Roth}, title = {{Minimum Risk Feature Transformations}}, month = {12}, year = {2003}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2003-2627}, url = "http://cogcomp.org/papers/AgarwalRo03.pdf", comment = {UIUC Tech Report UIUCDCS-R-2003-2627. A preliminary framework for Feature Generation}, } %%%%%%%%%%%%%% %%% 2002 %%% %%%%%%%%%%%%%% @inproceedings{Rothva02, author = {Dan Roth and Antal van den Bosch Program Chairs}, title = {{Proceedings of CoNLL 2002, the Sixth Workshop on Computational Natural Language Learning}}, year = {2002}, editor = {D. Roth and A. van den Bosch}, url = {}, } @inproceedings{GargHaRo02, author = {Ashutosh Garg and Sariel Har-Peled and Dan Roth}, title = {{On generalization bounds, projection profile, and margin distribution}}, booktitle = ICML, pages = {171--178}, year = {2002}, acceptance = {86/261 (33\%)}, url = "http://cogcomp.org/papers/icml02.pdf", funding = {ITR-MIT,ITR-BI,CAREER}, projects = {LCC,LT}, comment = {Random Projection; Generalization Bounds for Linear Classifiers.}, } @inproceedings{CumbyRo02, author = {Chad M. Cumby and Dan Roth}, title = {{Learning with Feature Description Logics}}, booktitle = ILP, pages = {32--47}, year = {2002}, url = "http://cogcomp.org/papers/ilp02.pdf", funding = {NSF98,ITR-MIT,CAREER}, projects = {KR,KINDLE}, comment = {A Description Logic based Formalism for Feature Extraction; Expressive Features; A language for Feature Extraction}, } @inproceedings{RothYi02, author = {Dan Roth and Wen-tau Yih}, title = {{Probabilistic Reasoning for Entity and Relation Recognition}}, booktitle = COLING, pages = {835--841}, year = {2002}, acceptance = {198-435 (45\%)}, url = "http://cogcomp.org/papers/er-coling02.pdf", funding = {MURI,ITR-MIT}, projects = {IE,NE,LnI,NER}, comment = {Entity And Relation Recognition. Simultaneous Identification of Entities and Relations.}, } @inproceedings{LiRo02, author = {Xin Li and Dan Roth}, title = {{Learning Question Classifiers}}, booktitle = COLING, pages = {556--562}, year = {2002}, acceptance = {198-435 (45\%)}, url = "http://cogcomp.org/papers/qc-coling02.pdf", funding = {NSF98,MURI,ITR-MIT}, projects = {CCR,QA,TE}, comment = {Classifying Answer Type for Question Answering. Sequential Classification. Multiclass Classification.}, } @inproceedings{CMPR02, author = {Xavier Carreras and Lluis Marquez and Vasin Punyakanok and Dan Roth}, title = {{Learning and Inference for Clause Identification}}, booktitle = ECML, pages = {35--47}, year = {2002}, acceptance = {80/218 (37\%)}, url = "http://cogcomp.org/papers/ecml02.pdf", funding = {MURI,SBC-MIT,CAREER}, projects = {LnI,SI,IE}, comment = {Shallow Parsing; Chunking and Clause identification.}, } @inproceedings{Har-PeledRoZi02, author = {Sariel Har-Peled and Dan Roth and Dav Zimak}, title = {{Constraint Classification: a new approach to Multiclass Classification}}, booktitle = ALT, pages = {135--150}, year = {2002}, publisher = {Springer-Verlag}, acceptance = {21/42 (50\%)}, url = "http://cogcomp.org/papers/Har-PeledRoZi02.pdf", funding = {ITR-MIT,ITR-BI,CAREER}, projects = {CCR,LT,MC}, } @inproceedings{AgarwalRo02, author = {Shivani Agarwal and Dan Roth}, title = {{Learning a Sparse Representation for Object Detection}}, booktitle = ECCV, pages = {113--128}, year = {2002}, acceptance = {45/600 (7.5\%) Oral Presentations; 225/600 (37\%) overall}, url = "http://cogcomp.org/papers/AgarwalRo02.pdf", funding = {MURI,SBC-MIT,CAREER}, projects = {LV,KR}, } @inproceedings{YangRoAh02, author = {Ming-Hsuan Yang and Dan Roth and Narendra Ahuja}, title = {{A Tale of Two Classifiers: SNoW vs. SVM in Visual Recognition}}, booktitle = ECCV, pages = {685--700}, year = {2002}, acceptance = {45/600 (7.5\%) Oral Presentations; 225/600 (37\%) overall}, url = "http://cogcomp.org/papers/YangRoAh02.pdf", funding = {NSF98,ITR-MIT}, projects = {LT,LV}, } @article{RothYaAh02, author = {Dan Roth and Ming-Hsuan Yang and Narendra Ahuja}, title = {{Learning to Recognize 3D Objects}}, pages = {1071--1104}, year = {2002}, journal = {Neural Computation}, volume = {14}, number = {5}, acceptance = {NSF98,ITR-MIT}, url = "http://cogcomp.org/papers/objectsJ.pdf", funding = {LT,LV}, } @inproceedings{RCLMNPRSY02, author = {Dan Roth and Chad M. Cumby and Xin Li and Paul Morie and Ramya Nagarajan and Vasin Punyakanok and Nick Rizzolo and Kevin Small and Wen-tau Yih}, title = {{Question-Answering via Enhanced Understanding of Questions}}, booktitle = TREC, year = {2002}, url = "http://cogcomp.org/papers/trec02.pdf", funding = {NSF98,MURI,ITR-MIT}, projects = {QA,TE}, } @article{GreinerGrRo02, author = {Russell Greiner and Adam J. Grove and Dan Roth}, title = {{Learning Cost-Sensitive Active Classifiers}}, pages = {137--174}, year = {2002}, journal = {Artificial Intelligence}, volume = {139}, number = {2}, url = "http://cogcomp.org/papers/activeJ.pdf", funding = {NSF98 CAREER}, projects = {DPL,LT,LP}, comment = {Earlier version appeared in ICML'96}, } %%%%%%%%%%%%%% %%% 2001 %%% %%%%%%%%%%%%%% @inproceedings{KhardonRoSe02, author = {Roni Khardon and Dan Roth and Rocco Servedio}, title = {{Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithms}}, booktitle = NeurIPS, year = {2001}, url = "http://cogcomp.org/papers/kernels01.pdf", funding = {ITR-MIT,NSF98,CAREER}, projects = {KR,LT}, comment = {Kernel Perceptron with Exponentially Many mistakes; Hardness of Kernel Winnow.}, } @inproceedings{PunyakanokRo01, author = {Vasin Punyakanok and Dan Roth}, title = {{The Use of Classifiers in Sequential Inference}}, booktitle = NeurIPS, pages = {995--1001}, year = {2001}, publisher = {MIT Press}, acceptance = {25/514 (4.8\%) Oral Presentations; 152/514 (29\%) overall}, url = "http://cogcomp.org/papers/nips01.pdf", funding = {NSF98 CAREER}, projects = {LnI,SI,IE,NE,NLP,CCM}, comment = {Structured, sequential output; Sequence Prediction: HMM with classifiers, Conditional Models, Constraint Satisfaction}, } @inproceedings{RothYi01, author = {Dan Roth and Wen-tau Yih}, title = {{Relational Learning via Propositional Algorithms: An Information Extraction Case Study}}, booktitle = IJCAI, pages = {1257--1263}, year = {2001}, acceptance = {197/796 (25\%)}, url = "http://cogcomp.org/papers/ijcai01.pdf", funding = {ITR-MIT NSF98 MURI}, projects = {KR,IE,NE}, comment = {Expressive, Relational Features for Information Extraction}, } @inproceedings{Roth01, author = {Dan Roth}, title = {{Reasoning with Classifiers}}, booktitle = ECML, pages = {506--510}, year = {2001}, acceptance = {197/796 (25\%)}, url = {}, funding = {ITR-MIT NSF98 CAREER}, projects = {LnI,SI,IE,NE}, comment = {Paper written to accompany an invited talk at ECML'01. Sequential Inference: Conditional Models, Constraint Satisfaction}, } @inproceedings{GargRo01, author = {Ashutosh Garg and Dan Roth}, title = {{Understanding Probabilistic Classifiers}}, booktitle = ECML, pages = {179--191}, year = {2001}, acceptance = {90/240 (37.5\%)}, url = "http://cogcomp.org/papers/ecml01.pdf", funding = {ITR-MIT ITR-BI CAREER NSF98}, projects = {DPL,LT}, comment = {An Information Theory based explanation of the good performance of naive Bayes}, } @inproceedings{GargRo01a, author = {Ashutosh Garg and Dan Roth}, title = {{Learning Coherent Concepts}}, booktitle = ALT, pages = {135--150}, year = {2001}, publisher = {Springer-Verlag}, acceptance = {21/42 (50\%)}, url = "http://cogcomp.org/papers/alt01.pdf", funding = {ITR-MIT ITR-BI CAREER}, projects = {LCC,LT}, } @inproceedings{LiRo01, author = {Xin Li and Dan Roth}, title = {{Exploring Evidence for Shallow Parsing}}, booktitle = CoNLL, pages = {107--110}, year = {2001}, url = "http://cogcomp.org/papers/conll01.pdf", funding = {ITR-MIT,NSF98,MURI}, projects = {LnI,SI,IE,NE,NLP}, comment = {Learning Shallow Parsers vs. Full Parsers for Chunking tasks}, } @inproceedings{Even-ZoharRo01, author = {Yair Even-Zohar and Dan Roth}, title = {{A Sequential Model for Multi Class Classification}}, booktitle = EMNLP, pages = {10-19}, year = {2001}, acceptance = {21/65 (32\%)}, url = "http://cogcomp.org/papers/emnlp01.pdf", funding = {ITR-MIT,NSF98,KDI}, projects = {MCR,LT,MC}, comment = {Multiclass classification: reducing the number of candidate classes; part-of-speech (POS) tagging}, } @inproceedings{ChuangRo01a, author = {John S. Chuang and Dan Roth}, title = {{Gene Recognition based on DAG shortest paths}}, booktitle = ISMB, pages = {1--9}, year = {2001}, acceptance = {40/180 (22\%)}, url = "http://cogcomp.org/papers/ismb01.pdf", funding = {NSF98,CAREER}, projects = {LnI,SI,LT}, } @article{ChuangRo01, author = {John S. Chuang and Dan Roth}, title = {{Gene Recognition based on DAG shortest paths}}, pages = {S56--S64}, month = {7}, year = {2001}, journal = {Bioinformatics}, volume = {17}, number = {1}, url = "http://cogcomp.org/papers/ismb01.pdf", funding = {NSF98,CAREER}, projects = {LnI,SI,LT}, } @inproceedings{CarlsonRoRo01, author = {Andrew J. Carlson and Jeffrey Rosen and Dan Roth}, title = {{Scaling Up Context Sensitive Text Correction}}, booktitle = IAAI, pages = {45--50}, year = {2001}, acceptance = {12/37 (32\%)}, url = "http://cogcomp.org/papers/iaai01.pdf", funding = {NSF98,CAREER,IBM}, projects = {LT,NLP}, } @inproceedings{RKLNPRYAM01, author = {Dan Roth and Gio Kao Kao and Xin Li and Ramya Nagarajan and Vasin Punyakanok and Nick Rizzolo and Wen-tau Yih and Cecilia Ovesdotter Alm and Liam Gerard Moran}, title = {{Learning Components for a Question Answering System}}, booktitle = TREC, pages = {539-548}, year = {2001}, url = "http://cogcomp.org/papers/trec01.pdf", funding = {NSF98,MURI,ITR-MIT}, projects = {QA,TE}, } @inproceedings{YangRoAh01, author = {Ming-Hsuan Yang and Dan Roth and Narendra Ahuja}, title = {{Face Detection Using Large Margin Classifiers}}, booktitle = ICIP, pages = {665--668}, year = {2001}, url = "http://cogcomp.org/papers/YangRoAh01.pdf", funding = {NSF98,ITR-MIT,CAREER}, projects = {LV,LT}, } @techreport{RothYi01a, author = {Dan Roth and Wen-tau Yih}, title = {{Propositionalization of Relational Learning: An Information Extraction Case Study}}, month = {3}, year = {2001}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2001-2206}, url = "http://cogcomp.org/papers/RothYi01a.pdf", funding = {NSF98,MURI,ITR-MIT}, projects = {KR,IE,NE}, } @techreport{KhardonRoSe01a, author = {Roni Khardon and Dan Roth and Rocco Servedio}, title = {{Efficiency versus Convergence of Boolean Kernels for On-Line Learning Algorithm}}, month = {6}, year = {2001}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2001-2233}, url = "http://cogcomp.org/papers/KhardonRoSe01a.pdf", funding = {ITR-MIT,NSF98,CAREER}, projects = {KR,LT}, invisible = {true}, } @article{GroveRo01, author = {Adam J. Grove and Dan Roth}, title = {{Linear concepts and hidden variables}}, pages = {123--141}, year = {2001}, journal = {Machine Learning}, volume = {42}, number = {1/2}, url = "http://cogcomp.org/papers/hiddenJ.pdf", funding = {NSF98,CAREER}, projects = {DPL,LT}, } @techreport{GargRo01b, author = {Ashutosh Garg and Dan Roth}, title = {{Understanding Probabilistic Classifiers}}, month = {3}, year = {2001}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2001-2205}, url = "http://cogcomp.org/papers/GargRo01b.pdf", funding = {ITR-MIT,ITR-BI,CAREER,NSF98}, projects = {DPL,LT}, invisible = {true}, } @techreport{GargHaRo01, author = {Ashutosh Garg and Sariel Har-Peled and Dan Roth}, title = {{Generalization Bounds for Linear Learning Algorithms}}, month = {6}, year = {2001}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2001-2232}, url = "http://cogcomp.org/papers/GargHaRo01.pdf", funding = {ITR-MIT,ITR-BI,CAREER}, projects = {LCC,LT}, invisible = {true}, } @thesis{Cumby01, author = {Chad M. Cumby}, title = {{Learning family relationships via propositional means}}, month = {5}, year = {2001}, url = "http://cogcomp.org/papers/family.pdf", funding = {NSF98,KDI}, projects = {KR,LT}, comment = {Senior Thesis, UIUC, Dept. of Computer Science}, } @thesis{Carlson01, author = {Andrew J. Carlson}, title = {{Learning Based Programming - An Implementation}}, booktitle = {UIUC Senior Thesis}, month = {5}, year = {2001}, url = {}, comment = {Senior Thesis, UIUC, Dept. of Computer Science}, } @unpublished{AgarwalRo01, author = {Shivani Agarwal and Dan Roth}, title = {{Detecting objects by learning relations over parts}}, month = {6}, year = {2001}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2001-2231}, url = "http://cogcomp.org/papers/AgarwalRo01.pdf", invisible = {true}, } %%%%%%%%%%%%%% %%% 2000 %%% %%%%%%%%%%%%%% @thesis{Yang00, author = {Ming-Hsuan Yang}, title = {{Hand gesture recognition and face detection in images}}, booktitle = {UIUC PhD Thesis}, year = {2000}, url = "https://cogcomp.seas.upenn.edu/papers/Yang00.pdf", } @inproceedings{RothZe00, author = {Dan Roth and Dmitry Zelenko}, title = {{Towards a theory of Coherent Concepts}}, booktitle = AAAI, pages = {639--644}, year = {2000}, acceptance = {141/430 (33\%)}, url = "http://cogcomp.org/papers/aaai00.pdf", } @inproceedings{KDDKKPR00, author = {Erik F. Tjong Kim-Sang and Walter Daelemans and Herve Dejean and Rob Koeling and Yuval Krymolowski and Vasin Punyakanok and Dan Roth}, title = {{Applying System Combination to Base Noun Phrase Identification}}, booktitle = COLING-ACL, pages = {857--863}, year = {2000}, url = "http://cogcomp.org/papers/KDDKKPR00.pdf", funding = {NSF98,KDI}, } @inproceedings{Even-ZoharRo00, author = {Yair Even-Zohar and Dan Roth}, title = {{A classification approach to word prediction}}, booktitle = NAACL, pages = {124-131}, year = {2000}, acceptance = {43/166 (26\%)}, url = "http://cogcomp.org/papers/naacl00.pdf", funding = {NSF98,KDI}, projects = {LT,KR}, comment = {Learning with expressive features; dependency parse based features; verb prediction}, } @inproceedings{CumbyRo00, author = {Chad M. Cumby and Dan Roth}, title = {{Relational Representations that facilitate learning}}, booktitle = KR, pages = {425--434}, year = {2000}, acceptance = {62/172 (36\%)}, url = "http://cogcomp.org/papers/kr00.pdf", funding = {NSF98,KDI}, projects = {LT,KR}, comment = {FEX: feature extraction language; relational features; relational generation functions}, } @inproceedings{Roth00, author = {Dan Roth}, title = {{Learning in Natural Language: Theory and Algorithmic Approaches}}, booktitle = CoNLL, pages = {1--6}, year = {2000}, address = {Lisbon, Portugal}, url = "http://cogcomp.org/papers/lnlp-conll.pdf", funding = {ITR-MIT,NSF98,KDI}, comment = {A paper written to accompany and invited talk at CoNLL.}, } @inproceedings{YangRoAh00b, author = {Ming-Hsuan Yang and Dan Roth and Narendra Ahuja}, title = {{A SNoW-based Face Detector}}, booktitle = NeurIPS, pages = {855--861}, year = {2000}, publisher = {MIT Press}, acceptance = {151/467 (32\%)}, url = "http://cogcomp.org/papers/nips00.pdf", funding = {NSF98}, } @inproceedings{YangRoAh00a, author = {Ming-Hsuan Yang and Dan Roth and Narendra Ahuja}, title = {{Learning To Recognize 3D Objects With SNoW}}, booktitle = ECCV, month = {6}, year = {2000}, acceptance = {43/266 (16\%) Oral Presentations; 115/266 (43\%) overall}, url = "http://cogcomp.org/papers/YangRoAh00a.pdf", } @inproceedings{YangRoAh00, author = {Ming-Hsuan Yang and Dan Roth and Narendra Ahuja}, title = {{View-Based 3D Object Recognition Using SNoW}}, booktitle = ACCV, pages = {830--835}, month = {1}, year = {2000}, volume = {2}, acceptance = {172/268 (64\%)}, url = "http://cogcomp.org/papers/accv00.pdf", } @inproceedings{RothYaAh00, author = {Dan Roth and Ming-Hsuan Yang and Narendra Ahuja}, title = {{Learning to Recognize Objects}}, booktitle = CVPR, pages = {724--731}, year = {2000}, acceptance = {200/466 (43\%)}, url = "http://cogcomp.org/papers/cvpr00.pdf", funding = {NSF98}, } @techreport{Roth00a, author = {Dan Roth}, title = {{Learning in Natural Language}}, month = {7}, year = {2000}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2000-2180}, url = "http://cogcomp.org/papers/Roth00a.pdf", invisible = {true}, } @techreport{PunyakanokRo00a, author = {Vasin Punyakanok and Dan Roth}, title = {{The Use of Classifiers in Sequential Inference}}, month = {7}, year = {2000}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2000-2181}, url = "http://cogcomp.org/papers/PunyakanokRo00a.pdf", invisible = {true}, } @inproceedings{PunyakanokRo00, author = {Vasin Punyakanok and Dan Roth}, title = {{Shallow Parsing by Inferencing with Classifiers}}, booktitle = CoNLL, pages = {107--110}, year = {2000}, url = "http://cogcomp.org/papers/PunyakanokRo00.pdf", funding = {ITR-MIT NSF98}, } @techreport{MengshoelRoWi00b, author = {Ole J. Mengshoel and Dan Roth and David C. Wilkins}, title = {{Hard and Easy Bayesian Networks for Computing the Most Probable Explanation}}, month = {1}, year = {2000}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-2000-2147}, url = "http://cogcomp.org/papers/MengshoelRoWi00b.pdf", invisible = {true}, } %%%%%%%%%%%%%% %%% 1999 %%% %%%%%%%%%%%%%% @inproceedings{Roth99, author = {Dan Roth}, title = {{Learning in Natural Language}}, booktitle = IJCAI, pages = {898--904}, year = {1999}, acceptance = {195/760 (26\%)}, url = "http://cogcomp.org/papers/ijcai99r.pdf", funding = {NSF98 KDI}, projects = {LT,DPL}, comment = {Probabilistic classifiers (Naive Bayes; HMM) as linear models; generative vs. discriminative; Best Paper Award}, } @inproceedings{MPRZ99a, author = {Marcia Munoz and Vasin Punyakanok and Dan Roth and Dav Zimak}, title = {{A Learning Approach to Shallow Parsing}}, booktitle = EMNLP-VLC, pages = {168--178}, month = {6}, year = {1999}, url = "http://cogcomp.org/papers/shallow-long.pdf", funding = {NSF98 KDI}, projects = {LnI,SI,NLP}, } @inproceedings{KhardonRoVa99, author = {Roni Khardon and Dan Roth and Leslie G. Valiant}, title = {{Relational Learning for NLP using Linear Threshold Elements}}, booktitle = IJCAI, pages = {911--917}, year = {1999}, acceptance = {195/750 (26\%)}, url = "http://cogcomp.org/papers/ijcai99krv.pdf", funding = {NSF98 KDI}, projects = {KR,LT,NLP}, } @article{KhardonRo99, author = {Roni Khardon and Dan Roth}, title = {{Learning to Reason with a Restricted View}}, pages = {95--117}, year = {1999}, journal = {Machine Learning}, volume = {35}, number = {2}, url = "http://cogcomp.org/papers/partialJ.pdf", } @article{KhardonMaRo99, author = {Roni Khardon and Heikki Mannila and Dan Roth}, title = {{Reasoning with Examples: Propositional Formulae and Database Dependencies}}, pages = {267--286}, month = {7}, year = {1999}, journal = {Acta Informatica}, volume = {36}, number = {4}, url = "http://cogcomp.org/papers/db.pdf", } @article{GoldingRo99, author = {Andrew R. Golding and Dan Roth}, title = {{A Winnow based approach to Context-Sensitive Spelling Correction}}, pages = {107--130}, year = {1999}, journal = {Machine Learning}, volume = {34}, number = {1-3}, url = "http://cogcomp.org/papers/spellJ.pdf", funding = {NSF98 KDI}, projects = {KR,LT,NLP}, comment = {Special Issue on Machine Learning and Natural Language.}, } @incollection{RothZe99, author = {Dan Roth and Dmitry Zelenko}, title = {{Coherent Concepts, Robust Learning Invited}}, booktitle = SOFSEM, pages = {260--272}, year = {1999}, publisher = {Springer-verlag}, editor = {J. Pavelka and G. Tel and M. Bartosek}, url = "http://cogcomp.org/papers/RothZe99.pdf", comment = {Lecture notes in Artificial Intelligence, vol. 1725}, } @techreport{Roth99c, author = {Dan Roth}, title = {{Learning Based Programming}}, month = {10}, year = {1999}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-99-2127}, url = "http://cogcomp.org/papers/Roth99c.pdf", } @techreport{Roth99b, author = {Dan Roth}, title = {{Relational Knowledge Representations that Facilitate Learning}}, month = {10}, year = {1999}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-99-2126}, url = "http://cogcomp.org/papers/Roth99b.pdf", invisible = {true}, } @techreport{Roth99a, author = {Dan Roth}, title = {{Memory Based Learning in NLP}}, month = {3}, year = {1999}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-99-2125}, url = "http://cogcomp.org/papers/mbl.pdf", } @article{MavronicolasRo99, author = {Marios Mavronicolas and Dan Roth}, title = {{Linearizable Read/Write Objects}}, pages = {267--319}, month = {6}, year = {1999}, journal = {Theoretical Computer Science}, volume = {220}, number = {1}, url = "http://cogcomp.org/papers/linearJ.pdf", } @techreport{MPRZ99b, author = {Marcia Munoz and Vasin Punyakanok and Dan Roth and Dav Zimak}, title = {{A Learning Approach to Shallow Parsing}}, month = {4}, year = {1999}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-99-2087}, url = "http://cogcomp.org/papers/MPRZ99b.pdf", invisible = {true}, } @inproceedings{Even-ZoharRoZe99, author = {Yair Even-Zohar and Dan Roth and Dmitry Zelenko}, title = {{Word Clustering via Classification}}, booktitle = BISFAI, year = {1999}, address = {Bar-Ilan, Israel}, acceptance = {78/160 (48\%)}, url = "http://cogcomp.org/papers/Even-ZoharRoZe99.pdf", funding = {NSF98,KDI}, } @techreport{CCRR99, author = {Andrew J. Carlson and Chad M. Cumby and Jeff L. Rosen and Dan Roth}, title = {{The SNoW Learning Architecture}}, month = {5}, year = {1999}, institution = {UIUC Computer Science Department}, number = {UIUCDCS-R-99-2101}, url = "http://cogcomp.org/papers/CCRR99.pdf", } %%%%%%%%%%%%%% %%% 1998 %%% %%%%%%%%%%%%%% @inproceedings{RothZe98, author = {Dan Roth and Dmitry Zelenko}, title = {{Part of Speech Tagging Using a Network of Linear Separators}}, booktitle = {Coling-Acl, The 17th International Conference on Computational Linguistics}, pages = {1136--1142}, year = {1998}, acceptance = {137/550 (25\%)}, url = "http://cogcomp.org/papers/pos.pdf", funding = {NSF98,KDI}, projects = {SI,NLP}, } @inproceedings{Roth98, author = {Dan Roth}, title = {{Learning to Resolve Natural Language Ambiguities: A Unified Approach}}, booktitle = AAAI, pages = {806--813}, year = {1998}, acceptance = {143/475 (30\%)}, url = "http://cogcomp.org/papers/aaai98.pdf", funding = {NSF98,KDI}, projects = {DPL,NLP}, comment = {Many Natural Language Classifiers are Linear; including probabilistic classifiers; argues for a discriminative approach; SNoW}, } @article{Roth98a, author = {Dan Roth}, title = {{Learning and Reasoning with Connectionist Representations}}, booktitle = {Neural Computing Surveys}, pages = {1--40}, year = {1998}, publisher = {Lawrence Erlbaum Associates}, editor = {A. Jagota, T. Plate, L. Shastri, R. Sun}, url = "http://cogcomp.org/papers/Roth98a.pdf", comment = {A contribution to ``Connectionist Symbol Processing: Dead or Alive''}, } @workshop{KrymolowskiRo98, author = {Yuval Krymolowski and Dan Roth}, title = {{Incorporating Knowledge in Natural Language Learning: A Case Study}}, booktitle = {Coling-Acl workshop on the Usage of WordNet in Natural Language Processing Systems}, pages = {121--127}, year = {1998}, url = "http://cogcomp.org/papers/pp-wn.pdf", funding = {NSF98,KDI}, projects = {NLP}, comment = {Prepositional Phrase Attachment (PPA); using WordNet to generate expressive features.}, } @inproceedings{GroveRo98, author = {Adam J. Grove and Dan Roth}, title = {{Linear concepts and hidden variables: An empirical study}}, booktitle = NeurIPS, pages = {500--506}, year = {1998}, publisher = {MIT Press}, acceptance = {150/491 (30\%)}, url = "http://cogcomp.org/papers/nips98.pdf", comment = {Margin Winnow (Perceptron); discriminative vs. generative}, } @inproceedings{BasriRoJa98, author = {Ronen Basri and Dan Roth and David Jacobs}, title = {{Clustering Appearances of 3D Objects}}, booktitle = CVPR, pages = {414-420}, year = {1998}, acceptance = {136/450 (30\%)}, url = "http://cogcomp.org/papers/cvpr98.pdf", comment = {Clustering of Curves}, } @article{ABKKPR98, author = {Howard Aizenstein and Avrim Blum and Roni Khardon and Eyal Kushilevitz and Leonard Pitt and Dan Roth}, title = {{On learning read-k satisfy-j DNF}}, pages = {1515--1530}, month = {7}, year = {1998}, journal = {SIAM Journal of Computing}, volume = {27}, number = {6}, url = "http://cogcomp.org/papers/rksjJ.pdf", } %%%%%%%%%%%%%% %%% 1997 %%% %%%%%%%%%%%%%% @incollection{Roth97, author = {Dan Roth}, title = {{Learning to perform knowledge intensive inferences Invited Abstract}}, booktitle = MFCS, pages = {108--109}, year = {1997}, publisher = {Springer-verlag}, editor = {I. Privara and P. Ruzicka}, url = {}, comment = {Lecture notes in Computer Science (LNCS) 1295}, } @article{KhardonRo97a, author = {Roni Khardon and Dan Roth}, title = {{Defaults and Relevance in Model Based Reasoning}}, pages = {169--193}, month = {12}, year = {1997}, journal = {Artificial Intelligence}, volume = {97}, number = {1-2}, url = "http://cogcomp.org/papers/relevanceJ.pdf", } @article{KhardonRo97, author = {Roni Khardon and Dan Roth}, title = {{Learning to Reason}}, pages = {697--725}, year = {1997}, journal = {Journal of the ACM}, volume = {44}, number = {5}, url = "http://cogcomp.org/papers/l2rJ.pdf", } @article{DanielsMiRo97, author = {Karen Daniels and Victor Milenkovic and Dan Roth}, title = {{Finding the Maximum Area Axis-Parallel Rectangle in a Polygon}}, pages = {125--148}, month = {1}, year = {1997}, journal = {Computational Geometry: Theory and Applications}, volume = {7}, number = {1-2}, url = "http://cogcomp.org/papers/maaprJ.pdf", } @inproceedings{DaganKaRo97, author = {Ido Dagan and Yael Karov and Dan Roth}, title = {{Mistake-Driven Learning in Text Categorization}}, booktitle = EMNLP, pages = {55-63}, month = {8}, year = {1997}, url = "http://cogcomp.org/papers/DaganKaRo97.pdf", } %%%%%%%%%%%%%% %%% 1996 %%% %%%%%%%%%%%%%% @article{Roth96, author = {Dan Roth}, title = {{On the hardness of approximate reasoning}}, pages = {273--302}, month = {4}, year = {1996}, journal = {Artificial Intelligence}, volume = {82}, number = {1-2}, url = "http://cogcomp.org/papers/hardJ.pdf", comment = {Hardness of Reasoning with Bayesian Networks; Exact inference is #P-Complete; Approximate Reasoning is NP-Hard.}, } @article{KushilevitzRo96, author = {Eyal Kushilevitz and Dan Roth}, title = {{On Learning Visual Concepts and DNF Formulae}}, pages = {65--85}, year = {1996}, journal = {Machine Learning}, volume = {24}, number = {1}, url = "http://cogcomp.org/papers/visualJ.pdf", } @article{KhardonRo96, author = {Roni Khardon and Dan Roth}, title = {{Reasoning with Models}}, pages = {187--213}, year = {1996}, journal = {Artificial Intelligence}, volume = {87}, number = {1-2}, url = "http://cogcomp.org/papers/modelsJ.pdf", comment = {Characteristic Models of Boolean Functions}, } @inproceedings{GreinerGrRo96, author = {Russell Greiner and Adam J. Grove and Dan Roth}, title = {{Learning Active Classifiers}}, booktitle = ICML, pages = {207--215}, year = {1996}, acceptance = {63/257 (24\%)}, url = "http://cogcomp.org/papers/active.pdf", } @inproceedings{GoldingRo96, author = {Andrew R. Golding and Dan Roth}, title = {{Applying Winnow to Context-Sensitive Spelling Correction}}, booktitle = ICML, pages = {182--190}, year = {1996}, acceptance = {63/257 (24\%)}, url = "http://cogcomp.org/papers/spell.pdf", } @inproceedings{Roth96d, author = {Dan Roth}, title = {{Learning in Order to Reason Invited}}, booktitle = {AFS on Learning Complex Behaviors in Adaptive Intelligent Systems}, pages = {46--52}, year = {1996}, url = "http://cogcomp.org/papers/approach.pdf", } @incollection{Roth96c, author = {Dan Roth}, title = {{Learning in Order to Reason: The Approach}}, booktitle = SOFSEM, pages = {113--124}, year = {1996}, publisher = {Springer-verlag}, editor = {K. G. Jeffery and J. Kral and M. Bartosek}, url = "http://cogcomp.org/papers/approach.pdf", comment = {Lecture notes in Computer Science, vol. 1175}, } @inproceedings{Roth96b, author = {Dan Roth}, title = {{On the hardness of approximate reasoning}}, booktitle = {AFS on AI and NP Hard Problems}, pages = {137-143}, year = {1996}, url = "http://cogcomp.org/papers/hardJ.pdf", } @inproceedings{Roth96a, author = {Dan Roth}, title = {{A Connectionist Framework for Reasoning: Reasoning with Examples}}, booktitle = AAAI, pages = {1256--1261}, year = {1996}, acceptance = {197/640 (31\%)}, url = "http://cogcomp.org/papers/nreason.pdf", } %%%%%%%%%%%%%% %%% 1995 %%% %%%%%%%%%%%%%% @inproceedings{Roth95, author = {Dan Roth}, title = {{Learning to Reason: The Non-Monotonic Case}}, booktitle = IJCAI, pages = {1178--1184}, month = {8}, year = {1995}, acceptance = {249/1112 (22\%)}, url = "http://cogcomp.org/papers/nonmon.pdf", } @techreport{KhardonRo95b, author = {Roni Khardon and Dan Roth}, title = {{Defaults and Relevance in Model Based Reasoning}}, month = {10}, year = {1995}, institution = {Dept. of App. Math. and Computer Science, Weizmann Institute of Science}, number = {CS95-30}, url = "http://cogcomp.org/papers/KhardonRo95b.pdf", } @inproceedings{KhardonRo95a, author = {Roni Khardon and Dan Roth}, title = {{Learning to Reason with a Restricted View}}, booktitle = COLT, pages = {301--310}, month = {7}, year = {1995}, acceptance = {24/74 (32\%)}, url = {}, } @inproceedings{KhardonRo95, author = {Roni Khardon and Dan Roth}, title = {{Default-Reasoning with Models}}, booktitle = IJCAI, pages = {319--325}, month = {8}, year = {1995}, acceptance = {249/112 (22\%)}, url = {}, } %%%%%%%%%%%%%% %%% 1994 %%% %%%%%%%%%%%%%% @inproceedings{KhardonRo94e, author = {Roni Khardon and Dan Roth}, title = {{A note on Horn Theories}}, year = {1994}, url = {}, comment = {Manuscript.}, } @techreport{KhardonRo94d, author = {Roni Khardon and Dan Roth}, title = {{Learning to Reason}}, month = {1}, year = {1994}, institution = {Aiken Computation Lab., Harvard University}, number = {TR-2-94}, url = {}, invisible = {true}, } @techreport{KhardonRo94c, author = {Roni Khardon and Dan Roth}, title = {{Reasoning with Models}}, month = {1}, year = {1994}, institution = {Aiken Computation Lab., Harvard University}, number = {TR-1-94}, url = {}, invisible = {true}, } @inproceedings{KhardonRo94b, author = {Roni Khardon and Dan Roth}, title = {{Exploiting Relevance through Model-based reasoning}}, booktitle = {AFS on Relevance}, pages = {109-114}, year = {1994}, url = "http://cogcomp.org/papers/relevanceP.pdf", } @inproceedings{KhardonRo94a, author = {Roni Khardon and Dan Roth}, title = {{Learning to Reason}}, booktitle = AAAI, pages = {682--687}, year = {1994}, acceptance = {222/725 (31\%)}, url = "http://cogcomp.org/papers/KhardonRo94a.pdf", } @inproceedings{KhardonRo94, author = {Roni Khardon and Dan Roth}, title = {{Reasoning with Models}}, booktitle = AAAI, pages = {1148--1153}, year = {1994}, acceptance = {225/725 (31\%)}, url = "http://cogcomp.org/papers/KhardonRo94.pdf", } @inproceedings{BKKPR94, author = {Avrim Blum and Roni Khardon and Eyal Kushilevitz and Leonard Pitt and Dan Roth}, title = {{On learning read-k satisfy-j DNF}}, booktitle = COLT, pages = {110--117}, year = {1994}, url = "http://cogcomp.org/papers/BKKPR94.pdf", } %%%%%%%%%%%%%% %%% 1993 %%% %%%%%%%%%%%%%% @inproceedings{Roth93, author = {Dan Roth}, title = {{On the hardness of approximate reasoning}}, booktitle = IJCAI, pages = {613--618}, month = {8}, year = {1993}, acceptance = {220/876 (25\%)}, url = {}, comment = {Hardness of Reasoning with Bayesian Networks; Exact inference is #P-Complete; Approximate Reasoning is NP-Hard.}, } @inproceedings{KushilevitzRo93, author = {Eyal Kushilevitz and Dan Roth}, title = {{On Learning Visual Concepts and DNF Formulae}}, booktitle = COLT, pages = {317--326}, year = {1993}, url = {}, comment = {30/83 (37%)}, } @inproceedings{DanielsMiRo93, author = {Karen Daniels and Victor Milenkovic and Dan Roth}, title = {{Finding the Maximum Area Axis-Parallel Rectangle in a Simple Polygon}}, booktitle = CCCG, pages = {322--327}, year = {1993}, url = {}, } %%%%%%%%%%%%%% %%% 1992 %%% %%%%%%%%%%%%%% @workshop{MavronicolasRo92, author = {Marios Mavronicolas and Dan Roth}, title = {{Efficient, Strongly Consistent Implementation of Shared Memory}}, booktitle = {Proc. of the Workshop on Distributed Algorithms (WDAG)}, pages = {346--361}, year = {1992}, acceptance = {24/38 (63\%)}, url = "http://cogcomp.org/papers/wdagP.pdf", } %%%%%%%%%%%%%% %%% 1991 %%% %%%%%%%%%%%%%% @inproceedings{MavronicolasRo91, author = {Marios Mavronicolas and Dan Roth}, title = {{Sequential Consistency and Linearizability: Read/Write Objects}}, booktitle = ACCCC, pages = {683--692}, year = {1991}, acceptance = {32/77 (42\%)}, url = {}, }